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Aging Gene ML

Reproduction of https://github.com/kerepesi/aging_ml


Environment

  • Python 3.5.3
  • Pandas 0.20.3
  • scikit-learn 0.19.0
  • xgboost 1.1.1
    (unless otherwise specified)

Changes to the original code at Aging_ML

XGBoost_CV.py

Line 35, 52

+ print(clf.feature_importances_)

Line 45

+ pyplot.bar(range(len(clf.feature_importances_)),clf.feature_importances_)  
+ pyplot.show()

TreeDumper.py

Line 8, 12 @danyatingshen

- model.booster()  
+ model.get_booster()

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Aging-related gene analysis

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