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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..f6f78c43 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/workspace.json new file mode 100644 index 00000000..80964d61 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 793989.25, + 13808389.0, + 108458584.0, + 154154416.0, + 70169360.0, + 40748864.0, + 28690636.0, + 22290576.0, + 17811098.0, + 14468962.0, + 12395719.0, + 10570415.0, + 9290893.0, + 8397004.0, + 7722218.0, + 7403024.5, + 7194216.0, + 7487484.5, + 7396895.0, + 1256131.25 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 303.541259765625, + 3005.259765625, + 16244.447265625, + 32878.79296875, + 22453.947265625, + 17175.1875, + 15699.70703125, + 14779.0390625, + 13735.7451171875, + 13311.591796875, + 13385.9697265625, + 13357.826171875, + 13259.326171875, + 14143.8154296875, + 14833.3134765625, + 17151.06640625, + 19714.05859375, + 26703.48828125, + 43530.7890625, + 13675.37109375 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 793989.25, + 13808389.0, + 108458584.0, + 154154416.0, + 70169360.0, + 40748864.0, + 28690636.0, + 22290576.0, + 17811098.0, + 14468962.0, + 12395719.0, + 10570415.0, + 9290893.0, + 8397004.0, + 7722218.0, + 7403024.5, + 7194216.0, + 7487484.5, + 7396895.0, + 1256131.25 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..2bb41801 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ------------------ --------------------- ----------------------- ----------------------- ---------------------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- --------------------- --------------------- --------------------- --------------------- -------------------- +QCD 793989.25 ± 39.68 13808388.99 ± 690.08 108458583.96 ± 5420.26 154154415.94 ± 7703.93 70169359.97 ± 3506.74 40748863.98 ± 2036.44 28690635.99 ± 1433.83 22290575.99 ± 1113.98 17811097.99 ± 890.12 14468961.99 ± 723.09 12395719.00 ± 619.48 10570415.00 ± 528.26 9290893.00 ± 464.32 8397004.00 ± 419.64 7722218.00 ± 385.92 7403024.50 ± 369.97 7194216.00 ± 359.53 7487484.50 ± 374.19 7396895.00 ± 369.66 1256131.25 ± 62.78 +haa_ma30 0.00 ± 187.58 0.00 ± 1857.12 0.00 ± 10038.38 0.00 ± 20317.70 0.00 ± 13875.59 0.00 ± 10613.54 0.00 ± 9701.76 0.00 ± 9132.82 0.00 ± 8488.11 0.00 ± 8226.00 0.00 ± 8271.96 0.00 ± 8254.57 0.00 ± 8193.70 0.00 ± 8740.28 0.00 ± 9166.36 0.00 ± 10598.63 0.00 ± 12182.45 0.00 ± 16501.63 0.00 ± 26900.19 0.00 ± 8450.80 +total 793989.25 ± 211.03 13808388.99 ± 2294.26 108458583.96 ± 13673.92 154154415.94 ± 25211.88 70169359.97 ± 15989.02 40748863.99 ± 11805.43 28690635.99 ± 10521.81 22290575.99 ± 9760.90 17811097.99 ± 8985.06 14468961.99 ± 8625.68 12395719.00 ± 8611.68 10570415.00 ± 8542.32 9290893.00 ± 8445.46 8397004.00 ± 8966.57 7722218.00 ± 9373.67 7403024.50 ± 10796.45 7194216.00 ± 12374.01 7487484.50 ± 16700.08 7396895.00 ± 27095.06 1256131.25 ± 8483.75 +data 793989.25 13808389.00 108458584.00 154154416.00 70169360.00 40748864.00 28690636.00 22290576.00 17811098.00 14468962.00 12395719.00 10570415.00 9290893.00 8397004.00 7722218.00 7403024.50 7194216.00 7487484.50 7396895.00 1256131.25 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/summary/ExpectedLimit.json new file mode 100644 index 00000000..4d075e56 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.04281160282777559, + 0.06025580958921024, + 0.08107043773633218, + 0.11451161917842043, + 0.1577557083863664 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.01/summary/roc_results.npz new file mode 100644 index 00000000..f6f3325f Binary files /dev/null and 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Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..cfbc2a8a --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30" + InputPath: 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12292.4169921875, + 13301.541015625, + 14071.44921875, + 15782.1259765625, + 18347.12890625, + 22524.3046875, + 29218.236328125, + 37703.25, + 42382.96875, + 10243.98828125 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 77463016.0, + 130543744.0, + 78500176.0, + 51098460.0, + 36813392.0, + 28051786.0, + 22030770.0, + 18301446.0, + 15656059.0, + 13202408.0, + 11877628.0, + 10690078.0, + 9735628.0, + 8932925.0, + 8650378.0, + 8321097.5, + 8174402.5, + 7270520.0, + 4718026.5, + 479606.75 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..773a0ead --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- --------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- ------------------- +QCD 77463015.87 ± 3583.13 130543743.78 ± 6038.44 78500175.87 ± 3631.11 51098459.92 ± 2363.61 36813391.94 ± 1702.84 28051785.95 ± 1297.56 22030769.96 ± 1019.06 18301445.97 ± 846.55 15656058.97 ± 724.19 13202407.98 ± 610.69 11877627.98 ± 549.41 10690077.98 ± 494.48 9735627.98 ± 450.33 8932924.99 ± 413.20 8650377.99 ± 400.13 8321097.49 ± 384.90 8174402.49 ± 378.12 7270519.99 ± 336.31 4718026.49 ± 218.24 479606.75 ± 22.18 +haa_ma30 0.06 ± 1116.08 0.16 ± 2813.91 0.17 ± 2875.67 0.16 ± 2734.84 0.14 ± 2507.03 0.13 ± 2314.99 0.13 ± 2225.38 0.12 ± 2157.98 0.13 ± 2208.06 0.13 ± 2174.92 0.13 ± 2302.57 0.14 ± 2491.59 0.15 ± 2635.81 0.17 ± 2956.25 0.20 ± 3436.71 0.24 ± 4219.17 0.32 ± 5473.05 0.41 ± 7062.43 0.46 ± 7939.01 0.11 ± 1918.86 +total 77463015.94 ± 4146.41 130543743.95 ± 7588.65 78500176.04 ± 5437.86 51098460.07 ± 4253.26 36813392.08 ± 3535.96 28051786.09 ± 3062.29 22030770.09 ± 2784.49 18301446.09 ± 2606.42 15656059.10 ± 2577.37 13202408.10 ± 2477.01 11877628.11 ± 2566.50 10690078.13 ± 2722.16 9735628.14 ± 2841.28 8932925.16 ± 3139.99 8650378.18 ± 3611.08 8321097.73 ± 4383.12 8174402.80 ± 5630.78 7270520.40 ± 7199.79 4718026.95 ± 8026.35 479606.86 ± 1927.59 +data 77463016.00 130543744.00 78500176.00 51098460.00 36813392.00 28051786.00 22030770.00 18301446.00 15656059.00 13202408.00 11877628.00 10690078.00 9735628.00 8932925.00 8650378.00 8321097.50 8174402.50 7270520.00 4718026.50 479606.75 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/summary/ExpectedLimit.json new file mode 100644 index 00000000..69afd753 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.03/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.03493213691129693, + 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/ranking.pdf new file mode 100644 index 00000000..373bb727 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..c7b5a8e9 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/workspace.json new file mode 100644 index 00000000..58e76ff1 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 179277648.0, + 93612120.0, + 54046484.0, + 36976852.0, + 27763996.0, + 22498852.0, + 18840584.0, + 16034731.0, + 13955205.0, + 12468418.0, + 11081134.0, + 10220305.0, + 9384373.0, + 8639421.0, + 8193734.5, + 7580504.5, + 7378830.5, + 6575470.0, + 5005684.5, + 971162.1875 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 11685.3330078125, + 13184.9482421875, + 11265.201171875, + 10354.5771484375, + 9655.025390625, + 9614.8212890625, + 9248.962890625, + 9435.9130859375, + 9681.158203125, + 10073.1484375, + 10541.5263671875, + 11417.9775390625, + 12841.203125, + 14692.599609375, + 17549.083984375, + 21398.59765625, + 27959.857421875, + 38205.796875, + 53511.390625, + 27025.080078125 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 179277648.0, + 93612120.0, + 54046484.0, + 36976852.0, + 27763996.0, + 22498852.0, + 18840584.0, + 16034731.0, + 13955205.0, + 12468418.0, + 11081134.0, + 10220305.0, + 9384373.0, + 8639421.0, + 8193734.5, + 7580504.5, + 7378830.5, + 6575470.0, + 5005684.5, + 971162.1875 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..4b6ff489 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- --------------------- ------------------- +QCD 179277647.91 ± 8077.24 93612119.95 ± 4217.64 54046483.97 ± 2435.03 36976851.98 ± 1665.97 27763995.99 ± 1250.89 22498851.99 ± 1013.67 18840583.99 ± 848.85 16034730.99 ± 722.43 13955204.99 ± 628.74 12468417.99 ± 561.76 11081133.99 ± 499.25 10220304.99 ± 460.47 9384373.00 ± 422.81 8639421.00 ± 389.24 8193734.50 ± 369.16 7580504.50 ± 341.53 7378830.50 ± 332.45 6575470.00 ± 296.25 5005684.50 ± 225.53 971162.19 ± 43.76 +haa_ma30 0.01 ± 2240.75 0.01 ± 2528.31 0.01 ± 2160.19 0.01 ± 1985.57 0.01 ± 1851.42 0.01 ± 1843.71 0.01 ± 1773.56 0.01 ± 1809.41 0.01 ± 1856.43 0.01 ± 1931.60 0.01 ± 2021.42 0.01 ± 2189.48 0.01 ± 2462.40 0.01 ± 2817.42 0.02 ± 3365.17 0.02 ± 4103.34 0.03 ± 5361.51 0.04 ± 7326.25 0.05 ± 10261.21 0.02 ± 5182.26 +total 179277647.92 ± 9053.82 93612119.96 ± 5574.88 54046483.98 ± 3741.48 36976851.99 ± 2976.22 27763995.99 ± 2547.69 22498852.00 ± 2374.00 18840584.00 ± 2200.00 16034731.00 ± 2154.42 13955205.00 ± 2144.01 12468418.00 ± 2179.14 11081134.00 ± 2233.44 10220305.01 ± 2378.67 9384373.01 ± 2629.77 8639421.01 ± 2966.28 8193734.51 ± 3502.04 7580504.52 ± 4226.19 7378830.52 ± 5478.09 6575470.03 ± 7427.37 5005684.55 ± 10336.36 971162.21 ± 5196.58 +data 179277648.00 93612120.00 54046484.00 36976852.00 27763996.00 22498852.00 18840584.00 16034731.00 13955205.00 12468418.00 11081134.00 10220305.00 9384373.00 8639421.00 8193734.50 7580504.50 7378830.50 6575470.00 5005684.50 971162.19 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/summary/ExpectedLimit.json new file mode 100644 index 00000000..097a8d05 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.1/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ 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"/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/workspace.json new file mode 100644 index 00000000..a6c32bd0 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 161904016.0, + 104489272.0, + 63004644.0, + 43626656.0, + 32818920.0, + 25342244.0, + 20504262.0, + 16604041.0, + 13594298.0, + 11428048.0, + 9780696.0, + 8429125.0, + 7460097.0, + 6670119.5, + 5947738.0, + 5380655.0, + 4975584.0, + 4175441.5, + 3086858.0, + 1279808.5 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 7206.5927734375, + 10087.2197265625, + 10147.5263671875, + 9902.2802734375, + 9827.9033203125, + 10016.8623046875, + 9884.1884765625, + 9711.3115234375, + 10105.3115234375, + 10728.4755859375, + 10929.4970703125, + 11586.8349609375, + 12467.3046875, + 14161.9072265625, + 16387.193359375, + 19084.869140625, + 23676.142578125, + 31041.478515625, + 42491.51953125, + 59891.92578125 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 161904016.0, + 104489272.0, + 63004644.0, + 43626656.0, + 32818920.0, + 25342244.0, + 20504262.0, + 16604041.0, + 13594298.0, + 11428048.0, + 9780696.0, + 8429125.0, + 7460097.0, + 6670119.5, + 5947738.0, + 5380655.0, + 4975584.0, + 4175441.5, + 3086858.0, + 1279808.5 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..e61544f0 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- ------------------- ------------------- ------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- +QCD 161904015.92 ± 7080.72 104489271.95 ± 4569.74 63004643.97 ± 2755.45 43626655.98 ± 1907.97 32818919.98 ± 1435.31 25342243.99 ± 1108.32 20504261.99 ± 896.74 16604040.99 ± 726.16 13594297.99 ± 594.53 11428047.99 ± 499.80 9780696.00 ± 427.75 8429125.00 ± 368.64 7460097.00 ± 326.26 6670119.50 ± 291.71 5947738.00 ± 260.12 5380655.00 ± 235.32 4975584.00 ± 217.60 4175441.50 ± 182.61 3086858.00 ± 135.00 1279808.50 ± 55.97 +haa_ma30 0.01 ± 491.07 0.01 ± 687.36 0.01 ± 691.47 0.01 ± 674.75 0.01 ± 669.69 0.01 ± 682.56 0.01 ± 673.52 0.01 ± 661.74 0.01 ± 688.59 0.01 ± 731.05 0.01 ± 744.75 0.01 ± 789.54 0.01 ± 849.54 0.01 ± 965.01 0.01 ± 1116.64 0.02 ± 1300.47 0.02 ± 1613.32 0.03 ± 2115.21 0.04 ± 2895.43 0.05 ± 4081.11 +total 161904015.93 ± 7206.09 104489271.96 ± 4770.23 63004643.98 ± 2986.62 43626655.99 ± 2160.90 32818919.99 ± 1713.78 25342244.00 ± 1425.30 20504262.00 ± 1235.71 16604041.00 ± 1086.01 13594298.00 ± 1005.04 11428048.00 ± 973.19 9780696.00 ± 937.88 8429125.01 ± 942.87 7460097.01 ± 975.56 6670119.51 ± 1068.56 5947738.01 ± 1201.68 5380655.01 ± 1372.22 4975584.02 ± 1675.30 4175441.52 ± 2163.24 3086858.03 ± 2928.47 1279808.55 ± 4093.95 +data 161904016.00 104489272.00 63004644.00 43626656.00 32818920.00 25342244.00 20504262.00 16604041.00 13594298.00 11428048.00 9780696.00 8429125.00 7460097.00 6670119.50 5947738.00 5380655.00 4975584.00 4175441.50 3086858.00 1279808.50 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/summary/ExpectedLimit.json new file mode 100644 index 00000000..2040ef5c --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size0.3/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.020387226408327217, 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/ranking.pdf new file mode 100644 index 00000000..8fed76c6 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..9b93ed41 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/workspace.json new file mode 100644 index 00000000..08157794 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 183017872.0, + 83327056.0, + 53621936.0, + 39564608.0, + 31015948.0, + 24870446.0, + 20881020.0, + 17523036.0, + 14972581.0, + 13012492.0, + 11398924.0, + 10166598.0, + 8980401.0, + 8260196.0, + 7502954.0, + 6780740.5, + 6171453.0, + 5040009.0, + 3445008.75, + 954997.375 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 8079.0224609375, + 8537.349609375, + 8187.57373046875, + 8366.482421875, + 8386.583984375, + 8657.962890625, + 8663.9931640625, + 8766.513671875, + 9421.8408203125, + 9550.494140625, + 10360.6083984375, + 11381.79296875, + 12417.0498046875, + 14320.712890625, + 16984.220703125, + 20950.32421875, + 27437.208984375, + 36563.46875, + 49163.33984375, + 53145.625 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 183017872.0, + 83327056.0, + 53621936.0, + 39564608.0, + 31015948.0, + 24870446.0, + 20881020.0, + 17523036.0, + 14972581.0, + 13012492.0, + 11398924.0, + 10166598.0, + 8980401.0, + 8260196.0, + 7502954.0, + 6780740.5, + 6171453.0, + 5040009.0, + 3445008.75, + 954997.375 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..226f4e3a --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- ------------------- +QCD 183017871.92 ± 7993.46 83327055.96 ± 3639.38 53621935.98 ± 2341.98 39564607.98 ± 1728.02 31015947.99 ± 1354.65 24870445.99 ± 1086.24 20881019.99 ± 912.00 17523035.99 ± 765.33 14972580.99 ± 653.94 13012491.99 ± 568.33 11398923.99 ± 497.86 10166598.00 ± 444.03 8980401.00 ± 392.23 8260196.00 ± 360.77 7502954.00 ± 327.70 6780740.50 ± 296.15 6171453.00 ± 269.54 5040009.00 ± 220.13 3445008.75 ± 150.46 954997.37 ± 41.71 +haa_ma30 0.00 ± 571.99 0.00 ± 604.44 0.00 ± 579.67 0.00 ± 592.34 0.00 ± 593.76 0.00 ± 612.97 0.00 ± 613.40 0.00 ± 620.66 0.00 ± 667.06 0.00 ± 676.16 0.00 ± 733.52 0.00 ± 805.82 0.00 ± 879.11 0.00 ± 1013.89 0.00 ± 1202.46 0.01 ± 1483.26 0.01 ± 1942.53 0.01 ± 2588.66 0.01 ± 3480.71 0.01 ± 3762.65 +total 183017871.92 ± 8137.36 83327055.96 ± 3817.04 53621935.98 ± 2532.38 39564607.98 ± 1945.07 31015947.99 ± 1593.24 24870445.99 ± 1358.69 20881019.99 ± 1204.98 17523035.99 ± 1085.41 14972581.00 ± 1030.94 13012492.00 ± 973.55 11398924.00 ± 972.20 10166598.00 ± 1001.28 8980401.00 ± 1037.82 8260196.00 ± 1147.89 7502954.00 ± 1313.45 6780740.50 ± 1574.59 6171453.00 ± 2018.52 5040009.01 ± 2645.39 3445008.76 ± 3516.59 954997.39 ± 3771.97 +data 183017872.00 83327056.00 53621936.00 39564608.00 31015948.00 24870446.00 20881020.00 17523036.00 14972581.00 13012492.00 11398924.00 10166598.00 8980401.00 8260196.00 7502954.00 6780740.50 6171453.00 5040009.00 3445008.75 954997.38 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/summary/ExpectedLimit.json new file mode 100644 index 00000000..38d6583d --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-off-dataset_size1.0/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.019721346975647747, + 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b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/ranking.pdf new file mode 100644 index 00000000..d2af40f4 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..f949b44a --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/workspace.json new file mode 100644 index 00000000..fffd1f85 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 85195624.0, + 114523672.0, + 72788384.0, + 48457708.0, + 35174776.0, + 26339430.0, + 21335994.0, + 17652378.0, + 15120826.0, + 13477802.0, + 12245562.0, + 11408628.0, + 10828121.0, + 10518470.0, + 10709492.0, + 10797928.0, + 11245016.0, + 11498811.0, + 9455960.0, + 1737723.5 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 8790.6337890625, + 16931.955078125, + 15191.12890625, + 13701.5712890625, + 12033.1005859375, + 11166.701171875, + 10740.537109375, + 10543.537109375, + 10356.587890625, + 10465.138671875, + 11052.119140625, + 11840.12109375, + 13172.8876953125, + 14955.935546875, + 17804.376953125, + 22258.958984375, + 28434.26171875, + 37878.1328125, + 46503.859375, + 15520.75 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 85195624.0, + 114523672.0, + 72788384.0, + 48457708.0, + 35174776.0, + 26339430.0, + 21335994.0, + 17652378.0, + 15120826.0, + 13477802.0, + 12245562.0, + 11408628.0, + 10828121.0, + 10518470.0, + 10709492.0, + 10797928.0, + 11245016.0, + 11498811.0, + 9455960.0, + 1737723.5 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..25cdba37 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- --------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- +QCD 85195623.94 ± 4244.42 114523671.92 ± 5705.53 72788383.95 ± 3626.29 48457707.97 ± 2414.15 35174775.98 ± 1752.40 26339429.98 ± 1312.22 21335993.99 ± 1062.95 17652377.99 ± 879.44 15120825.99 ± 753.31 13477801.99 ± 671.46 12245561.99 ± 610.07 11408627.99 ± 568.37 10828120.99 ± 539.45 10518469.99 ± 524.03 10709491.99 ± 533.54 10797927.99 ± 537.95 11245015.99 ± 560.22 11498810.99 ± 572.87 9455959.99 ± 471.09 1737723.50 ± 86.57 +haa_ma30 0.01 ± 1666.12 0.02 ± 3209.18 0.02 ± 2879.23 0.02 ± 2596.91 0.01 ± 2280.68 0.01 ± 2116.47 0.01 ± 2035.69 0.01 ± 1998.36 0.01 ± 1962.92 0.01 ± 1983.50 0.01 ± 2094.75 0.01 ± 2244.10 0.01 ± 2496.71 0.02 ± 2834.66 0.02 ± 3374.53 0.03 ± 4218.82 0.03 ± 5389.25 0.04 ± 7179.19 0.05 ± 8814.05 0.02 ± 2941.71 +total 85195623.95 ± 5302.35 114523671.94 ± 7862.23 72788383.97 ± 5679.18 48457707.98 ± 4366.33 35174775.99 ± 3523.00 26339429.99 ± 3012.91 21335994.00 ± 2741.33 17652378.00 ± 2566.50 15120826.00 ± 2439.66 13477802.00 ± 2400.92 12245562.00 ± 2466.51 11408628.01 ± 2584.57 10828121.01 ± 2814.15 10518470.01 ± 3138.19 10709492.01 ± 3679.24 10797928.02 ± 4520.87 11245016.02 ± 5699.54 11498811.03 ± 7491.88 9455960.05 ± 9066.96 1737723.52 ± 2987.45 +data 85195624.00 114523672.00 72788384.00 48457708.00 35174776.00 26339430.00 21335994.00 17652378.00 15120826.00 13477802.00 12245562.00 11408628.00 10828121.00 10518470.00 10709492.00 10797928.00 11245016.00 11498811.00 9455960.00 1737723.50 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.01/summary/ExpectedLimit.json new file mode 100644 index 00000000..24d010d4 --- /dev/null +++ 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/ranking.pdf new file mode 100644 index 00000000..8473b72f Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..775d1be9 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/workspace.json new file mode 100644 index 00000000..5e1cbc76 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 220546224.0, + 92260616.0, + 48220160.0, + 30608026.0, + 21532846.0, + 16577091.0, + 13372591.0, + 11314534.0, + 9824998.0, + 8921991.0, + 8162656.0, + 7672697.0, + 7427945.0, + 7378492.0, + 7313486.5, + 7570441.0, + 8015349.0, + 8616119.0, + 9240860.0, + 5932491.5 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 26598.955078125, + 21030.732421875, + 14847.3837890625, + 11540.599609375, + 10026.9140625, + 9076.0859375, + 8310.1962890625, + 8251.900390625, + 7920.21630859375, + 7994.59423828125, + 8334.3193359375, + 8511.216796875, + 9381.63671875, + 10728.4755859375, + 12382.876953125, + 15052.423828125, + 19478.865234375, + 27354.791015625, + 43480.53515625, + 59037.6328125 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 220546224.0, + 92260616.0, + 48220160.0, + 30608026.0, + 21532846.0, + 16577091.0, + 13372591.0, + 11314534.0, + 9824998.0, + 8921991.0, + 8162656.0, + 7672697.0, + 7427945.0, + 7378492.0, + 7313486.5, + 7570441.0, + 8015349.0, + 8616119.0, + 9240860.0, + 5932491.5 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..dfe82979 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ----------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- --------------------- +QCD 220546223.92 ± 10469.61 92260615.97 ± 4379.73 48220159.98 ± 2289.07 30608025.99 ± 1453.00 21532845.99 ± 1022.19 16577090.99 ± 786.94 13372591.00 ± 634.81 11314534.00 ± 537.12 9824998.00 ± 466.40 8921991.00 ± 423.54 8162656.00 ± 387.49 7672697.00 ± 364.23 7427945.00 ± 352.61 7378492.00 ± 350.27 7313486.50 ± 347.18 7570441.00 ± 359.38 8015349.00 ± 380.50 8616119.00 ± 409.02 9240860.00 ± 438.68 5932491.50 ± 281.62 +haa_ma30 0.00 ± 5604.80 0.00 ± 4431.49 0.00 ± 3128.57 0.00 ± 2431.78 0.00 ± 2112.82 0.00 ± 1912.47 0.00 ± 1751.08 0.00 ± 1738.80 0.00 ± 1668.91 0.00 ± 1684.58 0.00 ± 1756.17 0.00 ± 1793.44 0.00 ± 1976.85 0.00 ± 2260.65 0.00 ± 2609.26 0.00 ± 3171.77 0.00 ± 4104.49 0.00 ± 5764.07 0.00 ± 9162.01 0.00 ± 12440.12 +total 220546223.92 ± 13882.96 92260615.97 ± 7478.20 48220159.98 ± 4619.38 30608025.99 ± 3337.43 21532845.99 ± 2722.51 16577090.99 ± 2367.07 13372591.00 ± 2109.23 11314534.00 ± 2033.45 9824998.00 ± 1920.60 8921991.00 ± 1909.43 8162656.00 ± 1958.05 7672697.00 ± 1981.10 7427945.00 ± 2155.59 7378492.00 ± 2435.37 7313486.50 ± 2779.76 7570441.00 ± 3345.71 8015349.00 ± 4285.78 8616119.00 ± 5955.62 9240860.00 ± 9363.58 5932491.50 ± 12566.75 +data 220546224.00 92260616.00 48220160.00 30608026.00 21532846.00 16577091.00 13372591.00 11314534.00 9824998.00 8921991.00 8162656.00 7672697.00 7427945.00 7378492.00 7313486.50 7570441.00 8015349.00 8616119.00 9240860.00 5932491.50 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/summary/ExpectedLimit.json new file mode 100644 index 00000000..7516b8a3 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.03/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.03557768928280593, + 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/ranking.pdf new file mode 100644 index 00000000..4e7a1ac0 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..f295a87b --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/workspace.json new file mode 100644 index 00000000..943852ee --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 140629984.0, + 110292384.0, + 65078432.0, + 44226852.0, + 32877012.0, + 25590804.0, + 20422904.0, + 16952256.0, + 14605538.0, + 12412378.0, + 11108008.0, + 9719308.0, + 9023344.0, + 8190647.0, + 7597820.0, + 6829600.0, + 6119498.0, + 5055202.5, + 3025096.0, + 740490.625 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 9062.013671875, + 13150.775390625, + 12805.01953125, + 11703.4267578125, + 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file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..6e8e60db --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- ------------------- +QCD 140629983.99 ± 6344.53 110292383.99 ± 4975.85 65078431.99 ± 2936.02 44226852.00 ± 1995.30 32877012.00 ± 1483.25 25590804.00 ± 1154.53 20422904.00 ± 921.38 16952256.00 ± 764.80 14605538.00 ± 658.93 12412378.00 ± 559.98 11108008.00 ± 501.14 9719308.00 ± 438.49 9023344.00 ± 407.09 8190647.00 ± 369.52 7597820.00 ± 342.78 6829600.00 ± 308.12 6119498.00 ± 276.08 5055202.50 ± 228.07 3025096.00 ± 136.48 740490.62 ± 33.41 +haa_ma30 0.01 ± 1755.80 0.01 ± 2548.02 0.01 ± 2481.02 0.01 ± 2267.59 0.01 ± 2245.00 0.01 ± 2091.15 0.01 ± 2032.34 0.01 ± 2093.10 0.01 ± 2051.81 0.01 ± 2164.76 0.01 ± 2328.35 0.01 ± 2519.19 0.01 ± 2849.87 0.01 ± 3209.36 0.01 ± 3758.92 0.01 ± 4519.58 0.02 ± 5513.93 0.02 ± 6877.89 0.02 ± 7309.83 0.02 ± 5129.11 +total 140629983.99 ± 6002.59 110292384.00 ± 4789.32 65078432.00 ± 3162.13 44226852.00 ± 2481.18 32877012.00 ± 2248.67 25590804.00 ± 2030.44 20422904.00 ± 1936.86 16952256.00 ± 1978.96 14605538.00 ± 1938.44 12412378.01 ± 2050.58 11108008.01 ± 2215.22 9719308.01 ± 2411.28 9023344.01 ± 2743.48 8190647.01 ± 3107.87 7597820.01 ± 3660.88 6829600.01 ± 4428.13 6119498.02 ± 5429.68 5055202.52 ± 6806.53 3025096.02 ± 7266.23 740490.64 ± 5118.26 +data 140629984.00 110292384.00 65078432.00 44226852.00 32877012.00 25590804.00 20422904.00 16952256.00 14605538.00 12412378.00 11108008.00 9719308.00 9023344.00 8190647.00 7597820.00 6829600.00 6119498.00 5055202.50 3025096.00 740490.62 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/summary/ExpectedLimit.json new file mode 100644 index 00000000..5ac9ece7 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.1/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/ranking.pdf new file mode 100644 index 00000000..87637aed Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..13ed9930 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/workspace.json new file mode 100644 index 00000000..6b2d5192 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 213531088.0, + 86696168.0, + 51921988.0, + 35314960.0, + 26391194.0, + 20644552.0, + 16623977.0, + 13898604.0, + 11980718.0, + 10520844.0, + 9128250.0, + 8329869.5, + 7529366.5, + 7051566.5, + 6439874.5, + 6156480.5, + 5699644.0, + 5203773.0, + 4607617.0, + 2843888.25 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 10549.5673828125, + 10734.5068359375, + 9502.2490234375, + 9116.2900390625, + 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--git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..7b78e4ad --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- --------------------- +QCD 213531087.96 ± 9391.57 86696167.98 ± 3813.09 51921987.99 ± 2283.64 35314959.99 ± 1553.23 26391193.99 ± 1160.74 20644552.00 ± 907.99 16623977.00 ± 731.16 13898604.00 ± 611.29 11980718.00 ± 526.94 10520844.00 ± 462.73 9128250.00 ± 401.48 8329869.50 ± 366.37 7529366.50 ± 331.16 7051566.50 ± 310.14 6439874.50 ± 283.24 6156480.50 ± 270.78 5699644.00 ± 250.68 5203773.00 ± 228.87 4607617.00 ± 202.65 2843888.25 ± 125.08 +haa_ma30 0.00 ± 1560.34 0.00 ± 1587.70 0.00 ± 1405.44 0.00 ± 1348.35 0.00 ± 1293.65 0.00 ± 1214.26 0.00 ± 1212.77 0.00 ± 1160.15 0.00 ± 1235.67 0.00 ± 1299.89 0.00 ± 1318.03 0.00 ± 1404.25 0.00 ± 1561.24 0.00 ± 1736.65 0.00 ± 2009.89 0.00 ± 2374.41 0.00 ± 3013.35 0.01 ± 4080.13 0.01 ± 6150.95 0.02 ± 13223.73 +total 213531087.96 ± 9131.55 86696167.99 ± 3750.31 51921987.99 ± 2366.89 35314960.00 ± 1787.26 26391194.00 ± 1509.25 20644552.00 ± 1324.13 16623977.00 ± 1251.66 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"/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/workspace.json new file mode 100644 index 00000000..0484776a --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 167803424.0, + 98626160.0, + 63737364.0, + 44247328.0, + 32020802.0, + 23729482.0, + 18795516.0, + 15365718.0, + 12843837.0, + 11174391.0, + 9807739.0, + 8818145.0, + 7938659.0, + 7284937.5, + 6545964.5, + 5979836.0, + 5461267.0, + 4673441.0, + 3656574.0, + 1995602.875 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 7373.43994140625, + 9411.7900390625, + 10231.955078125, + 9896.25, + 9646.984375, + 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..336d3e1c --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- ------------------- ------------------- ------------------- ------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- +QCD 167803423.97 ± 7365.82 98626159.98 ± 4329.25 63737363.99 ± 2797.79 44247327.99 ± 1942.26 32020801.99 ± 1405.57 23729482.00 ± 1041.62 18795516.00 ± 825.04 15365718.00 ± 674.49 12843837.00 ± 563.79 11174391.00 ± 490.51 9807739.00 ± 430.52 8818145.00 ± 387.08 7938659.00 ± 348.47 7284937.50 ± 319.78 6545964.50 ± 287.34 5979836.00 ± 262.49 5461267.00 ± 239.73 4673441.00 ± 205.14 3656574.00 ± 160.51 1995602.87 ± 87.60 +haa_ma30 0.00 ± 510.36 0.00 ± 651.44 0.00 ± 708.21 0.00 ± 684.98 0.00 ± 667.72 0.00 ± 633.91 0.00 ± 620.00 0.00 ± 609.15 0.00 ± 618.75 0.00 ± 632.66 0.00 ± 669.95 0.00 ± 734.37 0.00 ± 797.54 0.00 ± 913.86 0.00 ± 1042.70 0.00 ± 1279.79 0.00 ± 1625.12 0.00 ± 2090.26 0.00 ± 2853.42 0.01 ± 5143.66 +total 167803423.97 ± 7260.48 98626159.98 ± 4220.83 63737363.99 ± 2716.57 44247327.99 ± 1898.44 32020802.00 ± 1404.20 23729482.00 ± 1081.86 18795516.00 ± 905.53 15365718.00 ± 793.17 12843837.00 ± 730.45 11174391.00 ± 701.54 9807739.00 ± 704.25 8818145.00 ± 743.59 7938659.00 ± 790.15 7284937.50 ± 892.95 6545964.50 ± 1013.03 5979836.00 ± 1243.30 5461267.00 ± 1584.87 4673441.00 ± 2050.80 3656574.00 ± 2819.28 1995602.88 ± 5123.38 +data 167803424.00 98626160.00 63737364.00 44247328.00 32020802.00 23729482.00 18795516.00 15365718.00 12843837.00 11174391.00 9807739.00 8818145.00 7938659.00 7284937.50 6545964.50 5979836.00 5461267.00 4673441.00 3656574.00 1995602.88 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/summary/ExpectedLimit.json new file mode 100644 index 00000000..e5d6d325 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-off-segmentation-on-dataset_size1.0/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.020580422201769068, + 0.02558042220176908, + 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"/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/workspace.json new file mode 100644 index 00000000..095ec315 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 12473441.0, + 63617988.0, + 86448528.0, + 72567528.0, + 54112456.0, + 40624284.0, + 31161458.0, + 25078970.0, + 20731194.0, + 17316300.0, + 15455202.0, + 13971540.0, + 13204452.0, + 12470227.0, + 12512747.0, + 12582881.0, + 13646769.0, + 14939074.0, + 14677643.0, + 2917226.0 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 2225.29931640625, + 9401.7392578125, + 12525.6015625, + 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\ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..62fa3c50 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- ---------------------- ---------------------- ---------------------- ---------------------- ---------------------- --------------------- +QCD 12473441.00 ± 629.89 63617987.98 ± 3212.61 86448527.98 ± 4365.51 72567527.98 ± 3664.54 54112455.99 ± 2732.59 40624283.99 ± 2051.46 31161457.99 ± 1573.60 25078969.99 ± 1266.45 20731193.99 ± 1046.89 17316300.00 ± 874.45 15455202.00 ± 780.46 13971540.00 ± 705.54 13204452.00 ± 666.80 12470227.00 ± 629.73 12512747.00 ± 631.87 12582881.00 ± 635.42 13646769.00 ± 689.14 14939074.00 ± 754.40 14677643.00 ± 741.20 2917226.00 ± 147.32 +haa_ma30 0.00 ± 1542.43 0.00 ± 6516.68 0.00 ± 8681.94 0.00 ± 9201.66 0.00 ± 8624.81 0.00 ± 8174.76 0.00 ± 7574.23 0.00 ± 7231.47 0.00 ± 6887.31 0.00 ± 7193.85 0.00 ± 7175.73 0.00 ± 7531.04 0.00 ± 8250.00 0.00 ± 9658.67 0.00 ± 11120.28 0.00 ± 13792.70 0.00 ± 18995.41 0.00 ± 28139.86 0.00 ± 43561.42 0.00 ± 15356.00 +total 12473441.00 ± 1316.39 63617987.98 ± 5505.75 86448527.98 ± 7331.18 72567527.98 ± 7867.68 54112455.99 ± 7520.21 40624283.99 ± 7282.31 31161457.99 ± 6859.31 25078969.99 ± 6638.25 20731193.99 ± 6386.76 17316300.00 ± 6764.83 15455202.00 ± 6788.82 13971540.00 ± 7177.06 13204452.00 ± 7912.12 12470227.00 ± 9335.79 12512747.00 ± 10794.29 12582881.00 ± 13462.31 13646769.00 ± 18634.58 14939074.00 ± 27742.23 14677643.00 ± 43168.10 2917226.00 ± 15277.43 +data 12473441.00 63617988.00 86448528.00 72567528.00 54112456.00 40624284.00 31161458.00 25078970.00 20731194.00 17316300.00 15455202.00 13971540.00 13204452.00 12470227.00 12512747.00 12582881.00 13646769.00 14939074.00 14677643.00 2917226.00 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.01/summary/ExpectedLimit.json new file mode 100644 index 00000000..d939e51b --- /dev/null +++ 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b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/workspace.json new file mode 100644 index 00000000..1c83148d --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 31674302.0, + 123242520.0, + 94067144.0, + 64603168.0, + 45711220.0, + 33816728.0, + 25646678.0, + 19967172.0, + 16387556.0, + 13913709.0, + 11712452.0, + 10496058.0, + 9568889.0, + 9089682.0, + 8933546.0, + 9255411.0, + 9740861.0, + 9289274.0, + 3351444.0, + 44962.39453125 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 3033.402587890625, + 13253.2939453125, + 15156.9560546875, + 14290.560546875, + 13361.8466796875, + 12334.6318359375, + 11731.5693359375, + 11064.1806640625, + 10981.76171875, + 11355.66015625, + 11659.2021484375, + 12471.3251953125, + 13440.244140625, + 15388.1279296875, + 18206.416015625, + 24102.302734375, + 35554.35546875, + 52367.5859375, + 38193.734375, + 1395.083740234375 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 31674302.0, + 123242520.0, + 94067144.0, + 64603168.0, + 45711220.0, + 33816728.0, + 25646678.0, + 19967172.0, + 16387556.0, + 13913709.0, + 11712452.0, + 10496058.0, + 9568889.0, + 9089682.0, + 8933546.0, + 9255411.0, + 9740861.0, + 9289274.0, + 3351444.0, + 44962.39453125 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..bd74121e --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- --------------------- ----------------------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- ----------------- +QCD 31674301.97 ± 1424.08 123242519.88 ± 5541.02 94067143.91 ± 4229.28 64603167.94 ± 2904.58 45711219.96 ± 2055.19 33816727.97 ± 1520.41 25646677.98 ± 1153.08 19967171.98 ± 897.73 16387555.98 ± 736.79 13913708.99 ± 625.56 11712451.99 ± 526.59 10496057.99 ± 471.91 9568888.99 ± 430.22 9089681.99 ± 408.67 8933545.99 ± 401.65 9255410.99 ± 416.13 9740860.99 ± 437.95 9289273.99 ± 417.65 3351444.00 ± 150.68 44962.39 ± 2.02 +haa_ma30 0.03 ± 1972.92 0.15 ± 8619.93 0.17 ± 9858.06 0.16 ± 9294.56 0.15 ± 8690.53 0.14 ± 8022.43 0.13 ± 7630.20 0.13 ± 7196.13 0.12 ± 7142.52 0.13 ± 7385.71 0.13 ± 7583.13 0.14 ± 8111.33 0.15 ± 8741.52 0.17 ± 10008.42 0.21 ± 11841.43 0.27 ± 15676.11 0.40 ± 23124.51 0.59 ± 34059.81 0.43 ± 24841.16 0.02 ± 907.36 +total 31674302.00 ± 2831.12 123242520.03 ± 11858.22 94067144.08 ± 12089.40 64603168.10 ± 10721.65 45711220.11 ± 9647.06 33816728.11 ± 8704.32 25646678.11 ± 8130.77 19967172.11 ± 7576.73 16387556.11 ± 7448.64 13913709.12 ± 7640.99 11712452.12 ± 7794.77 10496058.13 ± 8298.82 9568889.14 ± 8910.85 9089682.17 ± 10167.84 8933546.20 ± 11996.95 9255411.26 ± 15835.94 9740861.39 ± 23291.32 9289274.59 ± 34217.70 3351444.43 ± 24897.72 44962.41 ± 908.12 +data 31674302.00 123242520.00 94067144.00 64603168.00 45711220.00 33816728.00 25646678.00 19967172.00 16387556.00 13913709.00 11712452.00 10496058.00 9568889.00 9089682.00 8933546.00 9255411.00 9740861.00 9289274.00 3351444.00 44962.39 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/summary/ExpectedLimit.json new file mode 100644 index 00000000..5f596d31 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.035057804588946535, + 0.04835871348018517, + 0.0668075640849268, + 0.0892208935559958, + 0.1194772666436328 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/summary/roc_results.npz new file mode 100644 index 00000000..85ca75fa Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.03/summary/roc_results.npz differ diff --git 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/pulls.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/pulls.pdf new file mode 100644 index 00000000..f329ea6e Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/pulls.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/ranking.pdf new file mode 100644 index 00000000..c2bc41f1 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..eaf02518 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/workspace.json new file mode 100644 index 00000000..e7a9e800 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 151301312.0, + 106787600.0, + 64981096.0, + 44458996.0, + 32573502.0, + 25199070.0, + 20159852.0, + 16667818.0, + 14044198.0, + 12102038.0, + 10577807.0, + 9402171.0, + 8412232.0, + 7432428.0, + 6813858.0, + 6132729.5, + 5385476.5, + 4351182.0, + 2864843.0, + 857963.625 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 9616.8310546875, + 13663.3779296875, + 13112.5810546875, + 12262.263671875, + 11462.201171875, + 11120.466796875, + 10839.037109375, + 11042.068359375, + 11359.6806640625, + 11906.45703125, + 12595.9580078125, + 13886.5087890625, + 15275.556640625, + 17179.208984375, + 19647.72265625, + 23358.533203125, + 27425.146484375, + 31600.3125, + 34925.1640625, + 27061.28515625 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 151301312.0, + 106787600.0, + 64981096.0, + 44458996.0, + 32573502.0, + 25199070.0, + 20159852.0, + 16667818.0, + 14044198.0, + 12102038.0, + 10577807.0, + 9402171.0, + 8412232.0, + 7432428.0, + 6813858.0, + 6132729.5, + 5385476.5, + 4351182.0, + 2864843.0, + 857963.625 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..225d09e9 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- ------------------- +QCD 151301311.96 ± 6824.50 106787599.97 ± 4816.69 64981095.98 ± 2931.00 44458995.99 ± 2005.34 32573501.99 ± 1469.24 25199069.99 ± 1136.61 20159851.99 ± 909.32 16667818.00 ± 751.81 14044198.00 ± 633.47 12102038.00 ± 545.87 10577807.00 ± 477.12 9402171.00 ± 424.09 8412232.00 ± 379.44 7432428.00 ± 335.24 6813858.00 ± 307.34 6132729.50 ± 276.62 5385476.50 ± 242.91 4351182.00 ± 196.26 2864843.00 ± 129.22 857963.62 ± 38.70 +haa_ma30 0.00 ± 1877.18 0.00 ± 2667.05 0.00 ± 2559.54 0.00 ± 2393.56 0.00 ± 2237.39 0.00 ± 2170.69 0.00 ± 2115.75 0.00 ± 2155.38 0.00 ± 2217.38 0.00 ± 2324.11 0.00 ± 2458.70 0.00 ± 2710.61 0.00 ± 2981.75 0.00 ± 3353.34 0.00 ± 3835.18 0.00 ± 4559.52 0.00 ± 5353.31 0.00 ± 6168.30 0.00 ± 6817.30 0.00 ± 5282.29 +total 151301311.96 ± 6456.01 106787599.97 ± 4676.83 64981095.98 ± 3195.72 44458995.99 ± 2568.39 32573501.99 ± 2237.10 25199069.99 ± 2093.47 20159852.00 ± 2009.76 16667818.00 ± 2036.21 14044198.00 ± 2096.45 12102038.00 ± 2205.87 10577807.00 ± 2345.64 9402171.00 ± 2602.29 8412232.00 ± 2879.48 7432428.00 ± 3258.62 6813858.00 ± 3745.48 6132729.50 ± 4476.28 5385476.50 ± 5278.50 4351182.00 ± 6106.63 2864843.00 ± 6775.94 857963.63 ± 5269.70 +data 151301312.00 106787600.00 64981096.00 44458996.00 32573502.00 25199070.00 20159852.00 16667818.00 14044198.00 12102038.00 10577807.00 9402171.00 8412232.00 7432428.00 6813858.00 6132729.50 5385476.50 4351182.00 2864843.00 857963.62 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/summary/ExpectedLimit.json new file mode 100644 index 00000000..9056c61c --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.02560407989514725, + 0.03560407989514728, + 0.048326328957971156, + 0.06890546884795934, + 0.08977576601026593 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.1/summary/roc_results.npz new file mode 100644 index 00000000..f95d1000 Binary files /dev/null and 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..d3ccd83b --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/workspace.json new file mode 100644 index 00000000..da092e18 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 179571632.0, + 104557544.0, + 63501304.0, + 43472332.0, + 30803208.0, + 23208660.0, + 18238518.0, + 14421031.0, + 11956831.0, + 10123223.0, + 8639522.0, + 7516388.0, + 6729292.5, + 6124417.5, + 5412316.5, + 4983913.0, + 4329595.5, + 3548533.0, + 2451300.25, + 915297.1875 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 8187.57373046875, + 11325.5078125, + 11421.9970703125, + 11313.4462890625, + 11102.375, + 10430.96484375, + 10175.6689453125, + 10205.822265625, + 10175.6689453125, + 10579.720703125, + 10782.751953125, + 11512.45703125, + 12907.5400390625, + 14272.4677734375, + 16835.466796875, + 19993.474609375, + 24777.7265625, + 31242.498046875, + 39998.88671875, + 52086.296875 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 179571632.0, + 104557544.0, + 63501304.0, + 43472332.0, + 30803208.0, + 23208660.0, + 18238518.0, + 14421031.0, + 11956831.0, + 10123223.0, + 8639522.0, + 7516388.0, + 6729292.5, + 6124417.5, + 5412316.5, + 4983913.0, + 4329595.5, + 3548533.0, + 2451300.25, + 915297.1875 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..72148548 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- ------------------- ------------------- ------------------- ------------------- -------------------- -------------------- -------------------- -------------------- -------------------- ------------------- +QCD 179571631.91 ± 7838.96 104557543.95 ± 4564.32 63501303.97 ± 2772.07 43472331.98 ± 1897.73 30803207.98 ± 1344.67 23208659.99 ± 1013.14 18238517.99 ± 796.18 14421030.99 ± 629.53 11956830.99 ± 521.96 10123222.99 ± 441.92 8639522.00 ± 377.15 7516388.00 ± 328.12 6729292.50 ± 293.76 6124417.50 ± 267.35 5412316.50 ± 236.27 4983913.00 ± 217.57 4329595.50 ± 189.00 3548533.00 ± 154.91 2451300.25 ± 107.01 915297.19 ± 39.96 +haa_ma30 0.00 ± 507.54 0.00 ± 702.06 0.00 ± 708.04 0.00 ± 701.31 0.00 ± 688.23 0.00 ± 646.61 0.00 ± 630.78 0.00 ± 632.65 0.00 ± 630.78 0.00 ± 655.83 0.00 ± 668.42 0.00 ± 713.65 0.00 ± 800.13 0.00 ± 884.74 0.01 ± 1043.62 0.01 ± 1239.39 0.01 ± 1535.96 0.01 ± 1936.71 0.01 ± 2479.51 0.02 ± 3228.80 +total 179571631.91 ± 7964.24 104557543.95 ± 4765.82 63501303.97 ± 3005.88 43472331.98 ± 2160.86 30803207.99 ± 1637.81 23208659.99 ± 1314.59 18238517.99 ± 1117.67 14421031.00 ± 984.36 11956831.00 ± 901.58 10123223.00 ± 866.52 8639522.00 ± 835.55 7516388.00 ± 847.54 6729292.50 ± 910.08 6124417.50 ± 978.08 5412316.50 ± 1118.80 4983913.00 ± 1303.89 4329595.51 ± 1587.63 3548533.01 ± 1976.03 2451300.26 ± 2504.85 915297.20 ± 3237.69 +data 179571632.00 104557544.00 63501304.00 43472332.00 30803208.00 23208660.00 18238518.00 14421031.00 11956831.00 10123223.00 8639522.00 7516388.00 6729292.50 6124417.50 5412316.50 4983913.00 4329595.50 3548533.00 2451300.25 915297.19 diff 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..0ab35829 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/workspace.json new file mode 100644 index 00000000..95edc7fb --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 157507216.0, + 105680520.0, + 64856408.0, + 44651968.0, + 32321756.0, + 24722032.0, + 19343068.0, + 15653682.0, + 12818936.0, + 11000568.0, + 9423766.0, + 8325501.0, + 7490691.5, + 6961586.5, + 6395008.0, + 6002401.0, + 5662612.0, + 5189063.5, + 4219445.0, + 2281585.0 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 7168.39892578125, + 10155.56640625, + 10344.5263671875, + 10209.8427734375, + 9667.0869140625, + 9797.75, + 9186.646484375, + 9441.943359375, + 9086.13671875, + 9273.0859375, + 9341.4326171875, + 10147.5263671875, + 10909.39453125, + 12228.0908203125, + 14409.162109375, + 17512.900390625, + 22618.783203125, + 30165.03515625, + 43667.48046875, + 74011.984375 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 157507216.0, + 105680520.0, + 64856408.0, + 44651968.0, + 32321756.0, + 24722032.0, + 19343068.0, + 15653682.0, + 12818936.0, + 11000568.0, + 9423766.0, + 8325501.0, + 7490691.5, + 6961586.5, + 6395008.0, + 6002401.0, + 5662612.0, + 5189063.5, + 4219445.0, + 2281585.0 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..504e7c76 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- ------------------- ------------------- ------------------- ------------------- ------------------- ------------------- ------------------- ------------------- ------------------- ------------------- +QCD 157507215.89 ± 6924.31 105680519.93 ± 4645.91 64856407.95 ± 2851.21 44651967.97 ± 1962.98 32321755.98 ± 1420.92 24722031.98 ± 1086.83 19343067.99 ± 850.36 15653681.99 ± 688.16 12818935.99 ± 563.54 11000567.99 ± 483.61 9423765.99 ± 414.29 8325500.99 ± 366.00 7490691.49 ± 329.30 6961586.50 ± 306.04 6395008.00 ± 281.14 6002401.00 ± 263.88 5662612.00 ± 248.94 5189063.50 ± 228.12 4219445.00 ± 185.49 2281585.00 ± 100.30 +haa_ma30 0.02 ± 78.65 0.03 ± 111.42 0.03 ± 113.49 0.03 ± 112.02 0.03 ± 106.06 0.03 ± 107.49 0.03 ± 100.79 0.03 ± 103.59 0.03 ± 99.69 0.03 ± 101.74 0.03 ± 102.49 0.03 ± 111.33 0.04 ± 119.69 0.04 ± 134.16 0.05 ± 158.09 0.06 ± 192.14 0.07 ± 248.16 0.10 ± 330.95 0.14 ± 479.09 0.24 ± 812.01 +total 157507215.91 ± 6944.11 105680519.96 ± 4674.62 64856407.99 ± 2881.28 44651968.00 ± 1993.55 32321756.01 ± 1450.71 24722032.01 ± 1118.19 19343068.02 ± 880.63 15653682.02 ± 720.73 12818936.02 ± 596.00 11000568.02 ± 518.15 9423766.02 ± 450.63 8325501.03 ± 407.97 7490691.53 ± 377.09 6961586.53 ± 363.18 6395008.04 ± 354.88 6002401.05 ± 362.69 5662612.07 ± 392.44 5189063.59 ± 445.85 4219445.14 ± 554.75 2281585.24 ± 842.36 +data 157507216.00 105680520.00 64856408.00 44651968.00 32321756.00 24722032.00 19343068.00 15653682.00 12818936.00 11000568.00 9423766.00 8325501.00 7490691.50 6961586.50 6395008.00 6002401.00 5662612.00 5189063.50 4219445.00 2281585.00 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/summary/ExpectedLimit.json new file mode 100644 index 00000000..2c329f84 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.020585410547699495, + 0.025585410547699507, + 0.037545582733534116, + 0.05218946968122858, + 0.06762571501150048 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-off-dataset_size1.0/summary/roc_results.npz new file mode 100644 index 00000000..746d7c24 Binary files /dev/null and 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..0a934fdb --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/workspace.json new file mode 100644 index 00000000..cb3923e2 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 6358424.0, + 23399680.0, + 37905972.0, + 63887536.0, + 58786900.0, + 49804528.0, + 45825644.0, + 42610460.0, + 39531808.0, + 36002880.0, + 33385178.0, + 30261786.0, + 26814102.0, + 23345900.0, + 17271706.0, + 9574715.0, + 3981474.25, + 1450027.75, + 300577.6875, + 6708.58251953125 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 934.746337890625, + 5274.78369140625, + 9124.3310546875, + 15028.3017578125, + 15876.6044921875, + 16246.48046875, + 18566.240234375, + 21710.177734375, + 24228.9453125, + 25935.595703125, + 28168.91796875, + 30229.361328125, + 31696.80078125, + 33041.6171875, + 28924.748046875, + 18954.205078125, + 9572.6064453125, + 4442.55810546875, + 1354.879638671875, + 30.153104782104492 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 6358424.0, + 23399680.0, + 37905972.0, + 63887536.0, + 58786900.0, + 49804528.0, + 45825644.0, + 42610460.0, + 39531808.0, + 36002880.0, + 33385178.0, + 30261786.0, + 26814102.0, + 23345900.0, + 17271706.0, + 9574715.0, + 3981474.25, + 1450027.75, + 300577.6875, + 6708.58251953125 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..4775be67 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ------------------- --------------------- --------------------- --------------------- --------------------- --------------------- ---------------------- ---------------------- ---------------------- ---------------------- ---------------------- ---------------------- ---------------------- ---------------------- ---------------------- --------------------- -------------------- -------------------- ------------------ --------------- +QCD 6358424.00 ± 442.98 23399679.99 ± 1630.21 37905971.99 ± 2640.83 63887535.98 ± 4450.91 58786899.98 ± 4095.56 49804527.99 ± 3469.78 45825643.99 ± 3192.58 42610459.99 ± 2968.58 39531807.99 ± 2754.10 36002879.99 ± 2508.25 33385177.99 ± 2325.88 30261785.99 ± 2108.28 26814101.99 ± 1868.08 23345899.99 ± 1626.46 17271705.99 ± 1203.28 9574715.00 ± 667.05 3981474.25 ± 277.38 1450027.75 ± 101.02 300577.69 ± 20.94 6708.58 ± 0.47 +haa_ma30 0.00 ± 671.55 0.00 ± 3789.58 0.00 ± 6555.22 0.00 ± 10796.83 0.00 ± 11406.28 0.00 ± 11672.01 0.00 ± 13338.61 0.00 ± 15597.32 0.00 ± 17406.88 0.00 ± 18633.00 0.00 ± 20237.49 0.00 ± 21717.78 0.00 ± 22772.04 0.00 ± 23738.20 0.00 ± 20780.50 0.00 ± 13617.33 0.00 ± 6877.28 0.00 ± 3191.68 0.00 ± 973.39 0.00 ± 21.66 +total 6358424.00 ± 420.12 23399679.99 ± 2691.33 37905971.99 ± 4749.00 63887535.98 ± 7768.05 58786899.98 ± 8541.58 49804527.99 ± 9175.64 45825643.99 ± 10987.66 42610459.99 ± 13372.52 39531807.99 ± 15320.83 36002879.99 ± 16719.10 33385177.99 ± 18452.26 30261785.99 ± 20091.22 26814101.99 ± 21324.71 23345899.99 ± 22473.44 17271706.00 ± 19842.17 9574715.00 ± 13095.95 3981474.25 ± 6659.99 1450027.75 ± 3112.37 300577.69 ± 956.91 6708.58 ± 21.30 +data 6358424.00 23399680.00 37905972.00 63887536.00 58786900.00 49804528.00 45825644.00 42610460.00 39531808.00 36002880.00 33385178.00 30261786.00 26814102.00 23345900.00 17271706.00 9574715.00 3981474.25 1450027.75 300577.69 6708.58 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/summary/ExpectedLimit.json new file mode 100644 index 00000000..0dafde43 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.09290026929940504, + 0.12915842594063706, + 0.1734814746851048, + 0.24320328853391798, + 0.3265217306693466 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.01/summary/roc_results.npz new file mode 100644 index 00000000..73a535ca Binary files /dev/null and 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..b83a216b --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/workspace.json new file mode 100644 index 00000000..559e4f6d --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 130611712.0, + 115172192.0, + 69398840.0, + 45049332.0, + 32088484.0, + 24343720.0, + 19443096.0, + 16045404.0, + 13749359.0, + 12124674.0, + 10891787.0, + 9806706.0, + 9045020.0, + 8384638.5, + 7817919.5, + 7496095.0, + 7040362.0, + 6465825.5, + 4597522.5, + 929886.25 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 7787.54248046875, + 15191.12890625, + 14797.1298828125, + 12770.8466796875, + 11482.3037109375, + 10786.771484375, + 10430.96484375, + 10147.5263671875, + 10410.86328125, + 11130.517578125, + 11395.865234375, + 12519.5703125, + 13958.876953125, + 15936.9111328125, + 18431.556640625, + 22285.091796875, + 27831.205078125, + 36414.71484375, + 45277.64453125, + 20337.171875 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 130611712.0, + 115172192.0, + 69398840.0, + 45049332.0, + 32088484.0, + 24343720.0, + 19443096.0, + 16045404.0, + 13749359.0, + 12124674.0, + 10891787.0, + 9806706.0, + 9045020.0, + 8384638.5, + 7817919.5, + 7496095.0, + 7040362.0, + 6465825.5, + 4597522.5, + 929886.25 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..ea094e38 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- ------------------- +QCD 130611711.98 ± 6038.09 115172191.98 ± 5324.33 69398839.99 ± 3208.26 45049331.99 ± 2082.60 32088483.99 ± 1483.43 24343720.00 ± 1125.39 19443096.00 ± 898.84 16045404.00 ± 741.77 13749359.00 ± 635.62 12124674.00 ± 560.52 10891787.00 ± 503.52 9806706.00 ± 453.36 9045020.00 ± 418.15 8384638.50 ± 387.62 7817919.50 ± 361.42 7496095.00 ± 346.54 7040362.00 ± 325.47 6465825.50 ± 298.91 4597522.50 ± 212.54 929886.25 ± 42.99 +haa_ma30 0.00 ± 1589.63 0.01 ± 3100.88 0.01 ± 3020.45 0.00 ± 2606.84 0.00 ± 2343.82 0.00 ± 2201.84 0.00 ± 2129.21 0.00 ± 2071.36 0.00 ± 2125.11 0.00 ± 2272.01 0.00 ± 2326.17 0.00 ± 2555.55 0.01 ± 2849.35 0.01 ± 3253.11 0.01 ± 3762.33 0.01 ± 4548.93 0.01 ± 5681.03 0.01 ± 7433.13 0.02 ± 9242.27 0.01 ± 4151.31 +total 130611711.98 ± 5616.11 115172191.99 ± 5015.80 69398839.99 ± 3449.63 45049332.00 ± 2630.96 32088484.00 ± 2235.46 24343720.00 ± 2047.60 19443096.00 ± 1963.94 16045404.00 ± 1910.24 13749359.00 ± 1967.85 12124674.00 ± 2118.60 10891787.00 ± 2180.86 9806706.00 ± 2416.14 9045020.00 ± 2714.68 8384638.50 ± 3123.29 7817919.51 ± 3637.45 7496095.01 ± 4426.08 7040362.01 ± 5562.90 6465825.51 ± 7322.39 4597522.52 ± 9161.94 929886.26 ± 4134.83 +data 130611712.00 115172192.00 69398840.00 45049332.00 32088484.00 24343720.00 19443096.00 16045404.00 13749359.00 12124674.00 10891787.00 9806706.00 9045020.00 8384638.50 7817919.50 7496095.00 7040362.00 6465825.50 4597522.50 929886.25 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/summary/ExpectedLimit.json new file mode 100644 index 00000000..711e1417 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.02966069249468652, + 0.04412061126910711, + 0.055225543168314545, + 0.07553202203475975, + 0.10583850090120506 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.03/summary/roc_results.npz new file mode 100644 index 00000000..332c941b Binary files /dev/null and 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b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..8034f6d1 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/workspace.json new file mode 100644 index 00000000..8827f9d3 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 161233184.0, + 103790376.0, + 59931524.0, + 41084404.0, + 29998590.0, + 22834008.0, + 17986806.0, + 14515769.0, + 12305895.0, + 10610223.0, + 9348359.0, + 8703513.0, + 8125464.0, + 7763847.0, + 7559619.5, + 7470444.5, + 7832353.5, + 8128071.5, + 7965056.0, + 3318339.25 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 9240.9228515625, + 13022.1220703125, + 11938.62109375, + 10939.5478515625, + 10422.9248046875, + 9821.8720703125, + 9188.6572265625, + 8454.931640625, + 8145.35986328125, + 8163.451171875, + 8529.30859375, + 8844.912109375, + 9671.107421875, + 11090.3134765625, + 12740.693359375, + 16095.71484375, + 21225.720703125, + 31433.46484375, + 54838.203125, + 65534.85546875 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 161233184.0, + 103790376.0, + 59931524.0, + 41084404.0, + 29998590.0, + 22834008.0, + 17986806.0, + 14515769.0, + 12305895.0, + 10610223.0, + 9348359.0, + 8703513.0, + 8125464.0, + 7763847.0, + 7559619.5, + 7470444.5, + 7832353.5, + 8128071.5, + 7965056.0, + 3318339.25 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..b7b719f7 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- +QCD 161233183.84 ± 7219.45 103790375.90 ± 4647.36 59931523.94 ± 2683.52 41084403.96 ± 1839.61 29998589.97 ± 1343.23 22834007.98 ± 1022.43 17986805.98 ± 805.39 14515768.99 ± 649.96 12305894.99 ± 551.01 10610222.99 ± 475.09 9348358.99 ± 418.59 8703512.99 ± 389.71 8125463.99 ± 363.83 7763846.99 ± 347.64 7559619.49 ± 338.49 7470444.49 ± 334.50 7832353.49 ± 350.70 8128071.49 ± 363.95 7965055.99 ± 356.65 3318339.25 ± 148.58 +haa_ma30 0.03 ± 1181.38 0.04 ± 1664.78 0.03 ± 1526.26 0.03 ± 1398.54 0.03 ± 1332.49 0.03 ± 1255.65 0.03 ± 1174.70 0.02 ± 1080.90 0.02 ± 1041.32 0.02 ± 1043.63 0.02 ± 1090.41 0.03 ± 1130.75 0.03 ± 1236.38 0.03 ± 1417.81 0.04 ± 1628.80 0.05 ± 2057.71 0.06 ± 2713.54 0.09 ± 4018.52 0.16 ± 7010.64 0.19 ± 8378.12 +total 161233183.87 ± 7664.54 103790375.94 ± 5395.64 59931523.98 ± 3470.14 41084403.99 ± 2630.11 29998590.00 ± 2162.67 22834008.01 ± 1846.38 17986806.01 ± 1615.12 14515769.01 ± 1421.80 12305895.01 ± 1319.00 10610223.01 ± 1272.35 9348359.02 ± 1282.20 8703513.02 ± 1304.09 8125464.02 ± 1391.69 7763847.02 ± 1559.88 7559619.53 ± 1762.27 7470444.54 ± 2183.59 7832353.55 ± 2840.73 8128071.58 ± 4144.60 7965056.15 ± 7128.06 3318339.44 ± 8424.86 +data 161233184.00 103790376.00 59931524.00 41084404.00 29998590.00 22834008.00 17986806.00 14515769.00 12305895.00 10610223.00 9348359.00 8703513.00 8125464.00 7763847.00 7559619.50 7470444.50 7832353.50 8128071.50 7965056.00 3318339.25 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/summary/ExpectedLimit.json new file mode 100644 index 00000000..106d0736 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.025603461533196613, + 0.03560346153319664, + 0.04799590375603466, + 0.0674440958456575, + 0.08471011244315929 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.1/summary/roc_results.npz new file mode 100644 index 00000000..fad996be Binary files /dev/null and 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a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/pulls.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/pulls.pdf new file mode 100644 index 00000000..2ca9356f Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/pulls.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/ranking.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/ranking.pdf new file mode 100644 index 00000000..3c417230 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/ranking.pdf differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/statistics_config.yml b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/statistics_config.yml new file mode 100644 index 00000000..1f0acd34 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/workspace.json new file mode 100644 index 00000000..d02c7fe8 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 178084448.0, + 96368272.0, + 57932496.0, + 39948852.0, + 29914840.0, + 23226240.0, + 18572722.0, + 15233251.0, + 12957699.0, + 11141419.0, + 9798754.0, + 8904772.0, + 7951501.5, + 7515481.0, + 6849683.5, + 6539785.5, + 6244419.0, + 5810637.0, + 4847234.0, + 2664487.5 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 7837.7978515625, + 9894.240234375, + 9667.0869140625, + 9144.4326171875, + 8893.15625, + 8788.6259765625, + 8545.390625, + 8469.0029296875, + 8420.7578125, + 8581.57421875, + 8746.4111328125, + 9494.208984375, + 10666.1591796875, + 11769.763671875, + 13498.5400390625, + 16698.7734375, + 22076.03125, + 29626.3046875, + 45786.22265625, + 82734.4375 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 178084448.0, + 96368272.0, + 57932496.0, + 39948852.0, + 29914840.0, + 23226240.0, + 18572722.0, + 15233251.0, + 12957699.0, + 11141419.0, + 9798754.0, + 8904772.0, + 7951501.5, + 7515481.0, + 6849683.5, + 6539785.5, + 6244419.0, + 5810637.0, + 4847234.0, + 2664487.5 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..86944f30 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- -------------------- -------------------- ------------------- ------------------- ------------------- ------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- +QCD 178084447.98 ± 7846.05 96368271.99 ± 4245.80 57932495.99 ± 2552.39 39948852.00 ± 1760.07 29914840.00 ± 1317.99 23226240.00 ± 1023.30 18572722.00 ± 818.28 15233251.00 ± 671.15 12957699.00 ± 570.89 11141419.00 ± 490.87 9798754.00 ± 431.71 8904772.00 ± 392.33 7951501.50 ± 350.33 7515481.00 ± 331.12 6849683.50 ± 301.78 6539785.50 ± 288.13 6244419.00 ± 275.12 5810637.00 ± 256.01 4847234.00 ± 213.56 2664487.50 ± 117.39 +haa_ma30 0.00 ± 616.12 0.00 ± 777.77 0.00 ± 759.92 0.00 ± 718.83 0.00 ± 699.08 0.00 ± 690.86 0.00 ± 671.74 0.00 ± 665.74 0.00 ± 661.94 0.00 ± 674.58 0.00 ± 687.54 0.00 ± 746.33 0.00 ± 838.45 0.00 ± 925.20 0.00 ± 1061.10 0.01 ± 1312.67 0.01 ± 1735.36 0.01 ± 2328.88 0.02 ± 3599.19 0.03 ± 6503.63 +total 178084447.99 ± 7712.99 96368271.99 ± 4118.03 57932496.00 ± 2471.68 39948852.00 ± 1724.34 29914840.00 ± 1326.22 23226240.00 ± 1079.89 18572722.00 ± 917.74 15233251.00 ± 816.82 12957699.00 ± 756.68 11141419.00 ± 726.77 9798754.00 ± 713.21 8904772.00 ± 750.02 7951501.50 ± 822.72 7515481.00 ± 900.21 6849683.50 ± 1027.00 6539785.51 ± 1270.60 6244419.01 ± 1686.78 5810637.01 ± 2277.51 4847234.02 ± 3551.09 2664487.53 ± 6474.88 +data 178084448.00 96368272.00 57932496.00 39948852.00 29914840.00 23226240.00 18572722.00 15233251.00 12957699.00 11141419.00 9798754.00 8904772.00 7951501.50 7515481.00 6849683.50 6539785.50 6244419.00 5810637.00 4847234.00 2664487.50 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/summary/ExpectedLimit.json new file mode 100644 index 00000000..03a9fab4 --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.020584386346355444, + 0.025584386346355455, + 0.03679589932526904, + 0.05189297946224636, + 0.06542173881601925 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/summary/roc_results.npz new file mode 100644 index 00000000..40791039 Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size0.3/summary/roc_results.npz differ diff --git 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--- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/statistics_config.yml @@ -0,0 +1,41 @@ +General: + Measurement: "haa_Br" + POI: "mu" + HistogramFolder: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30" + InputPath: "/pscratch/sd/t/tihsu/database/exotic-higgs-decay-foundation-model-large-dataset-segmentation-pretrain-ab3/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/analysis_ntuple.root:{SamplePath}_MVAscore30_{RegionPath}{VariationPath}" + VariationPath: "" + +Regions: + - Name: "SR" + RegionPath: "SR" + + +Samples: + - Name: "Pseudodata" + SamplePath: "QCD" + Data: True + DisableStaterror: True + + - Name: "QCD" + SamplePath: "QCD" + DisableStaterror: True + + - Name: "haa_ma30" + SamplePath: "haa_ma30" + DisableStaterror: True + +NormFactors: + - Name: "mu" + Samples: "haa_ma30" + Nominal: 0 + Bounds: [0, 1] + +Systematics: + - Name: "NormQCD" + Up: + Normalization: 0.3 + Down: + Normalization: -0.3 + Type: "Normalization" + Samples: "QCD" + diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/workspace.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/workspace.json new file mode 100644 index 00000000..b0f19a5a --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/workspace.json @@ -0,0 +1,126 @@ +{ + "channels": [ + { + "name": "SR", + "samples": [ + { + "data": [ + 183439312.0, + 99880512.0, + 58593340.0, + 39718088.0, + 29011868.0, + 22369778.0, + 17682776.0, + 14460810.0, + 12259435.0, + 10485461.0, + 9410195.0, + 8335071.5, + 7520795.5, + 6919614.5, + 6387179.5, + 5934585.0, + 5549083.5, + 5224267.0, + 4550108.0, + 2773893.5 + ], + "modifiers": [ + { + "data": { + "hi": 1.3, + "lo": 0.7 + }, + "name": "NormQCD", + "type": "normsys" + } + ], + "name": "QCD" + }, + { + "data": [ + 7998.61474609375, + 10718.4248046875, + 10175.6689453125, + 10103.3017578125, + 9530.392578125, + 9166.544921875, + 8808.7275390625, + 8668.013671875, + 8485.0849609375, + 8897.1767578125, + 9516.3212890625, + 9540.443359375, + 10973.7216796875, + 11868.263671875, + 14011.1416015625, + 17024.423828125, + 20942.28515625, + 27967.8984375, + 42350.80859375, + 82593.71875 + ], + "modifiers": [ + { + "data": null, + "name": "mu", + "type": "normfactor" + } + ], + "name": "haa_ma30" + } + ] + } + ], + "measurements": [ + { + "config": { + "parameters": [ + { + "bounds": [ + [ + 0, + 1 + ] + ], + "inits": [ + 0 + ], + "name": "mu" + } + ], + "poi": "mu" + }, + "name": "haa_Br" + } + ], + "observations": [ + { + "data": [ + 183439312.0, + 99880512.0, + 58593340.0, + 39718088.0, + 29011868.0, + 22369778.0, + 17682776.0, + 14460810.0, + 12259435.0, + 10485461.0, + 9410195.0, + 8335071.5, + 7520795.5, + 6919614.5, + 6387179.5, + 5934585.0, + 5549083.5, + 5224267.0, + 4550108.0, + 2773893.5 + ], + "name": "SR" + } + ], + "version": "1.0.0" +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt new file mode 100644 index 00000000..dd968b8d --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/haa_ma30/yields_per_bin_post-fit.txt @@ -0,0 +1,7 @@ +sample SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR SR + bin 1 bin 2 bin 3 bin 4 bin 5 bin 6 bin 7 bin 8 bin 9 bin 10 bin 11 bin 12 bin 13 bin 14 bin 15 bin 16 bin 17 bin 18 bin 19 bin 20 +-------- ---------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- --------------------- -------------------- -------------------- ------------------- ------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- -------------------- +QCD 183439311.90 ± 8064.26 99880511.95 ± 4390.89 58593339.97 ± 2575.85 39718087.98 ± 1746.06 29011867.98 ± 1275.40 22369777.99 ± 983.41 17682775.99 ± 777.36 14460809.99 ± 635.72 12259434.99 ± 538.94 10485460.99 ± 460.96 9410194.99 ± 413.69 8335071.50 ± 366.42 7520795.50 ± 330.63 6919614.50 ± 304.20 6387179.50 ± 280.79 5934585.00 ± 260.89 5549083.50 ± 243.95 5224267.00 ± 229.67 4550108.00 ± 200.03 2773893.50 ± 121.94 +haa_ma30 0.01 ± 669.41 0.01 ± 897.03 0.01 ± 851.60 0.01 ± 845.55 0.01 ± 797.60 0.01 ± 767.15 0.01 ± 737.20 0.01 ± 725.43 0.01 ± 710.12 0.01 ± 744.61 0.01 ± 796.42 0.01 ± 798.44 0.01 ± 918.39 0.01 ± 993.26 0.01 ± 1172.60 0.02 ± 1424.78 0.02 ± 1752.67 0.03 ± 2340.64 0.04 ± 3544.35 0.08 ± 6912.29 +total 183439311.91 ± 8253.89 99880511.96 ± 4692.06 58593339.98 ± 2904.40 39718087.99 ± 2118.36 29011867.99 ± 1661.77 22369778.00 ± 1387.60 17682776.00 ± 1195.28 14460810.00 ± 1075.39 12259435.00 ± 991.13 10485461.00 ± 967.04 9410195.00 ± 983.33 8335071.51 ± 956.66 7520795.51 ± 1049.58 6919614.51 ± 1107.80 6387179.51 ± 1270.92 5934585.01 ± 1510.06 5549083.52 ± 1827.82 5224267.03 ± 2407.25 4550108.04 ± 3598.61 2773893.58 ± 6943.19 +data 183439312.00 99880512.00 58593340.00 39718088.00 29011868.00 22369778.00 17682776.00 14460810.00 12259435.00 10485461.00 9410195.00 8335071.50 7520795.50 6919614.50 6387179.50 5934585.00 5549083.50 5224267.00 4550108.00 2773893.50 diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/ExpectedLimit.json b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/ExpectedLimit.json new file mode 100644 index 00000000..a20be87e --- /dev/null +++ b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/ExpectedLimit.json @@ -0,0 +1,9 @@ +{ + "haa_ma30": [ + 0.020585952176410814, + 0.025585952176410826, + 0.037930784597789584, + 0.05236507396069197, + 0.06842711257720317 + ] +} \ No newline at end of file diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/roc_results.npz b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/roc_results.npz new file mode 100644 index 00000000..29b89e7b Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/roc_results.npz differ diff --git a/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/summary.pdf b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/summary.pdf new file mode 100644 index 00000000..5a4a27dd Binary files /dev/null and b/data/BSM/fit/evenet-pretrain-ablation3-assignment-on-segmentation-on-dataset_size1.0/summary/summary.pdf differ diff --git a/data/BSM/loss_epoch.json b/data/BSM/loss_epoch.json index 789be35f..4340c66d 100644 --- a/data/BSM/loss_epoch.json +++ b/data/BSM/loss_epoch.json @@ -1 +1,2 @@ -{"evenet-ma30-pretrain-ablation1-0.01-False-False": {"effective_steps": 36.62109375, "val": 0.6261698007583618}, "evenet-ma30-pretrain-ablation1-0.03-False-False": {"effective_steps": 51.26953125, "val": 0.5769683122634888}, "evenet-ma30-pretrain-ablation1-0.1-False-False": {"effective_steps": 134.27734375, "val": 0.5196282863616943}, "evenet-ma30-pretrain-ablation1-0.3-False-False": {"effective_steps": 1098.6328125, "val": 0.4326418340206146}, "evenet-ma30-pretrain-ablation1-1.0-False-False": {"effective_steps": 1464.84375, "val": 0.4228522479534149}, "evenet-ma30-pretrain-ablation4-0.01-False-False": {"effective_steps": 24.4140625, "val": 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newline at end of file diff --git a/paper_plot.py b/paper_plot.py index be6a5c8b..7b51947a 100644 --- a/paper_plot.py +++ b/paper_plot.py @@ -208,13 +208,13 @@ DEFAULT_BSM_CONFIG = { "train_sizes": [10, 30, 100, 300], "typical_dataset_size": 300, - "models": ["Nominal", "SSL", "Scratch", "SPANet"], + "models": ["Nominal", "Sup(Cls)", "SSL", "Scratch", "SPANet"], "heads": ["Cls", "Cls+Asn", "Cls+Seg"], "pair_heads": ["Cls+Asn"], "legend": { "legends": ["dataset", "heads", "models"], - "fig_size": (6.5, 1.2), - "style": DEFAULT_LEGEND_STYLE, + "fig_size": (8.8, 1.2), + "style": PlotStyle(legend_size=13.5), }, "loss": { "fig_size": (4.5, 4.5), "grid": False, @@ -313,7 +313,7 @@ } DEFAULT_AD_CONFIG = { - "models": ["Nominal", "SSL", "Scratch"], + "models": ["Nominal", "SSL", "Sup(Cls)", "Scratch"], "heads": [], "legend": { "legends": ["calibration", "models"], @@ -332,8 +332,9 @@ "y_ref": 6.4, "f_name": "ad_significance", "style": PlotStyle( - base_font_size=18.0, tick_label_size=17.0, legend_size=16.0, - cms_label_fontsize=20.0, cms_label_y_start=0.98, + base_font_size=18.0, tick_label_size=17.0, legend_size=14.5, + legend_y_start=1.0, legend_y_gap=0.05, + cms_label_fontsize=18.0, cms_label_y_start=0.975, full_axis=True ), "fig_size": (13, 6), @@ -390,8 +391,8 @@ "fig_size": (8.5, 8), "text_font_size": 14.0, "text_line_spacing": 0.041, - "y_min": 3, - "y_max": 1.5e3, + "y_min": 2.5, + "y_max": 2e3, "x_min": 6, "x_max": 14, "sideband_text_y": 0.05, @@ -404,8 +405,8 @@ "fpr_thresholds": [-1.0], "height_ratio": (2, 1), "y_label": "Data - Pred. \n ($\\ell$-reweighted)", - # "y_min": -10, - # "y_max": 30, + "y_min": -75, + "y_max": 500, "nbins": 2, "show_markers": False, }, @@ -422,8 +423,8 @@ "f_name": "ad_mass_distribution_no_signal", "caption": "AD: mass distribution (12-bin quintic fit)", "sideband_text": r"OS$\rightarrow$SS", - "y_min": 1.5, - "y_max": 1e3, + # "y_min": 1.5, + # "y_max": 1e3, "lower_panel": { # "y_min": -10, # "y_max": 13, @@ -565,6 +566,12 @@ "label": "Scratch", "color": MODEL_COLORS["evenet-scratch_individual"], }, + { + "model": "evenet-ClsPretrain", + "type": "individual", + "label": "Cls(Sup)", + "color": MODEL_COLORS["evenet-ClsPretrain_individual"], + }, { "model": "xgb", "type": "individual", @@ -599,8 +606,9 @@ "style": PlotStyle( base_font_size=18.0, tick_label_size=16.0, - cms_label_x_start=0.1, + cms_label_x_start=0.072, cms_label_y_start=0.995, + cms_label_ha="left", ), "ratios": [ # {"baseline": "XGBoost", "mode": "ratio", "ylabel": "/XGB", "reference_line": True}, @@ -643,8 +651,9 @@ "figsize": (15, 8), "style": PlotStyle( base_font_size=16.0, tick_label_size=15.0, - cms_label_x_start=0.09, + cms_label_x_start=0.072, cms_label_y_start=0.99, + cms_label_ha="left", ), "hspace": 0.05, "height_ratios": { @@ -714,6 +723,17 @@ def _resolve_style(base: PlotStyle | None, override: PlotStyle | dict | None) -> title_size=override.get("title_size", base_style.title_size), figure_scale=override.get("figure_scale", base_style.figure_scale), object_scale=override.get("object_scale", base_style.object_scale), + nbins=override.get("nbins", base_style.nbins), + full_axis=override.get("full_axis", base_style.full_axis), + legend_anchor=override.get("legend_anchor", base_style.legend_anchor), + legend_loc=override.get("legend_loc", base_style.legend_loc), + legend_y_start=override.get("legend_y_start", base_style.legend_y_start), + legend_y_gap=override.get("legend_y_gap", base_style.legend_y_gap), + cms_label_fontsize=override.get("cms_label_fontsize", base_style.cms_label_fontsize), + cms_label_y_start=override.get("cms_label_y_start", base_style.cms_label_y_start), + cms_label_x_start=override.get("cms_label_x_start", base_style.cms_label_x_start), + cms_label_ha=override.get("cms_label_ha", base_style.cms_label_ha), + unified_y_pad=override.get("unified_y_pad", base_style.unified_y_pad), ) @@ -1255,6 +1275,7 @@ def read_bsm_data(folder_path): MODEL_NAME_MAPPING = { "evenet-pretrainv1": "Ablation", "evenet-pretrain-ablation1": "SSL", + "evenet-pretrain-ablation3": "Sup(Cls)", "evenet-pretrain-ablation4": "Nominal", "evenet-scratch": "Scratch", "spanet-scratch": "SPANet", @@ -1751,10 +1772,11 @@ def plot_bsm_results_webpage( from plot_styles.style import BSM_DATASET_MARKERS, BSM_DATASET_PRETTY BSM_CONFIG = { - "models": ["Nominal", "Scratch", "SSL", "SPANet"], + "models": ["Nominal", "Sup(Cls)", "Scratch", "SSL", "SPANet"], # Set to an empty list if heads are not applicable for BSM. "heads": ["Cls", "Cls+Asn"], "train_sizes": [10, 30, 100, 300], + "legend": DEFAULT_BSM_CONFIG.get("legend", {}), "systematics": DEFAULT_BSM_CONFIG.get("systematics", {}), } @@ -1773,9 +1795,10 @@ def plot_bsm_results_webpage( legends=["dataset", "heads", "models"], file_format=file_format, dpi=dpi, - style=style, + style=_resolve_style(style, BSM_CONFIG["legend"].get("style")), fig_scale=fig_scale, fig_aspect=fig_aspect, + **{k: v for k, v in BSM_CONFIG["legend"].items() if k not in {"legends", "style"}}, ) results = plot_bsm_results( @@ -1822,7 +1845,7 @@ def read_ad_data(file_path): AD_MODEL_MAPPING = { "EveNet-f.t.(SSL)": "SSL", "EveNet-f.t.(Cls+Gen)": "Nominal", - "EveNet-f.t.(Cls+Gen+Assign)": "Ablation", + "EveNet-f.t.(Cls)": "Sup(Cls)", "EveNet-scratch": "Scratch", } @@ -2503,6 +2526,7 @@ def read_grid_data(file_path): ("evenet-scratch", "individual"): (2048, 1), ("evenet-scratch", "param"): (2048, 2), ("evenet-SSL", "individual"): (4096, 1), + ("evenet-ClsPretrain", "individual"): (4096, 1), } with open(method_dir / "all_checkpoints.txt") as f: @@ -2510,8 +2534,9 @@ def read_grid_data(file_path): pattern_ckpt = re.compile( r""" - ^(?Pevenet-(?:pretrain|scratch|SSL))/ + ^(?Pevenet-(?:pretrain|scratch|SSL|ClsPretrain))/ (?P(?:individual|parametrized_reduce_factor_x_1_y_1))/ + /? (?: MX-(?P[\d.]+)_MY-(?P[\d.]+)/ | diff --git a/plot_styles/ad_bar.py b/plot_styles/ad_bar.py index 30749198..2f974608 100644 --- a/plot_styles/ad_bar.py +++ b/plot_styles/ad_bar.py @@ -170,7 +170,9 @@ def plot_ad_sig_summary( legends=["calibration", "models"] if include_uncalibrated else ["models"], style=style, in_figure=True, - CMS_label="2016 CMS Open Data DoubleMuon" + CMS_label="2016 CMS Open Data DoubleMuon", + y_start=1.0, + y_gap=0.05, ) plt.tight_layout(rect=(0.0, 0.0, 1.0, 0.95)) diff --git a/plot_styles/core/legend.py b/plot_styles/core/legend.py index ee9b0554..9d6c9c1a 100644 --- a/plot_styles/core/legend.py +++ b/plot_styles/core/legend.py @@ -37,6 +37,11 @@ def plot_legend( ``"calibration"``, ``"dataset"``, ``"heads"``, ``"models"``, ``"ad_mass"``. """ + if style is not None and style.legend_y_start is not None: + y_start = style.legend_y_start + if style is not None and style.legend_y_gap is not None: + y_gap = style.legend_y_gap + y_start_origin: float = y_start if legends is None: legends = ["calibration", "dataset", "heads", "models"] @@ -57,6 +62,11 @@ def plot_legend( if style is not None and style.cms_label_x_start is not None else 0.05 ) + cms_label_ha = ( + style.cms_label_ha + if style is not None and style.cms_label_ha is not None + else "left" + ) cms_label_y_start = ( style.cms_label_y_start if style is not None and style.cms_label_y_start is not None @@ -210,7 +220,7 @@ def add_legend(handles, labels, ncol, fontsize=legend_fontsize): cms_label_y_start, CMS_label, transform=fig.transFigure, - ha="left", + ha=cms_label_ha, va="top", fontsize=cms_label_fontsize, fontweight="bold", diff --git a/plot_styles/core/theme.py b/plot_styles/core/theme.py index 17747c52..59547633 100644 --- a/plot_styles/core/theme.py +++ b/plot_styles/core/theme.py @@ -39,9 +39,12 @@ class PlotStyle: full_axis: bool = True legend_anchor: tuple[float, float] | None = None legend_loc: str | None = None + legend_y_start: float | None = None + legend_y_gap: float | None = None cms_label_fontsize: float | None = None cms_label_y_start: float | None = None cms_label_x_start: float | None = None + cms_label_ha: str | None = None unified_y_pad: float | None = None def _resolved_sizes(self) -> dict: diff --git a/plot_styles/style.py b/plot_styles/style.py index d07deb96..1fa0c462 100644 --- a/plot_styles/style.py +++ b/plot_styles/style.py @@ -17,14 +17,16 @@ # } BASE_MODEL_COLORS = { - "SSL": "#D55E00", - "Nominal": "#0072B2", - "Ablation": "#3E5F78", - "Scratch": "#E69F00", - "Ref.": "#9A9A9A", - "SPANet": "#9A9A9A", + "SSL": "#D55E00", # distinct muted teal-green (large separation) + "Nominal": "#0072B2", # fixed + "Ablation": "#3E5F78", # darker blue-grey for strong contrast + "Scratch": "#E69F00", # fixed + "Ref.": "#9A9A9A", # neutral grey + "SPANet": "#9A9A9A", # same grey for grouping "XGBoost": "#009E73", "TabPFN": "#CC79A7", + "Sup(Cls)": "#56B4E9", + "Cls(Sup)": "#56B4E9", } MODEL_COLORS = dict(BASE_MODEL_COLORS) @@ -32,6 +34,7 @@ "evenet-scratch_individual": BASE_MODEL_COLORS["Scratch"], "evenet-pretrain_individual": BASE_MODEL_COLORS["Nominal"], "evenet-SSL_individual": BASE_MODEL_COLORS["SSL"], + "evenet-ClsPretrain_individual": BASE_MODEL_COLORS["Sup(Cls)"], "evenet-pretrain_param": "#7E65EA", "evenet-scratch_param": BASE_MODEL_COLORS.get("Scratch", BASE_MODEL_COLORS["Nominal"]), "xgb_individual": BASE_MODEL_COLORS["XGBoost"], @@ -43,6 +46,7 @@ "SSL": "SSL", "Nominal": "Full", "Ablation": "Ablation", + "Sup(Cls)": "Sup(Cls)", "Scratch": "Scratch", "Ref.": "Ref", "SPANet": "SPANet", @@ -54,6 +58,7 @@ "evenet-pretrain_individual": "Full", "evenet-pretrain_param": "Full (param)", "evenet-scratch_param": "Scratch (param)", + "evenet-ClsPretrain_individual": "Cls(Sup)", "xgb_individual": "XGBoost", "xgb_param": "XGBoost (param)", "tabpfn_individual": "TabPFN",