MarkPredicton-Python/index.html at master · SkyPlay-Code/MarkPredicton-Python · GitHub

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<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Student Marks Prediction</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            margin: 20px;
        }
        label {
            display: block;
            margin: 10px 0 5px;
        }
        input {
            margin-bottom: 10px;
            padding: 5px;
            width: 200px;
        }
        button {
            padding: 5px 10px;
        }
        #result {
            margin-top: 20px;
            font-weight: bold;
        }
    </style>
</head>
<body>
    <h1>Student Marks Prediction</h1>
    <form id="prediction-form">
        <label for="study_hours">Study Hours:</label>
        <input type="number" id="study_hours" required><br>
        <label for="attendance">Attendance (%):</label>
        <input type="number" id="attendance" required><br>
        <label for="previous_grades">Previous Grades:</label>
        <input type="number" id="previous_grades" required><br>
        <button type="submit">Predict</button>
    </form>
    <h2 id="result"></h2>

    <script>
        document.getElementById('prediction-form').addEventListener('submit', function(event) {
            event.preventDefault();
            const study_hours = document.getElementById('study_hours').value;
            const attendance = document.getElementById('attendance').value;
            const previous_grades = document.getElementById('previous_grades').value;

            fetch('/predict', {
                method: 'POST',
                headers: {
                    'Content-Type': 'application/json'
                },
                body: JSON.stringify({
                    study_hours: study_hours,
                    attendance: attendance,
                    previous_grades: previous_grades
                })
            })
            .then(response => response.json())
            .then(data => {
                if (data.error) {
                    document.getElementById('result').innerText = data.error;
                } else {
                    document.getElementById('result').innerText = `Predicted Marks: ${data.predicted_marks}`;
                }
            })
            .catch(error => {
                document.getElementById('result').innerText = 'Error occurred while predicting marks.';
            });
        });
    </script>
</body>
</html>