<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Teaching Style Prediction</title>
    <style>
        /* Add some basic styling */
        body {
            font-family: Arial, sans-serif;
            margin: 0;
            padding: 0;
            background-color: #f4f4f4;
        }

        h1 {
            text-align: center;
            background-color: #a00028;
            color: #fff;
            padding: 20px;
        }

        form {
            max-width: 500px;
            margin: 0 auto;
            padding: 20px;
            background-color: #fff;
            box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
            border-radius: 5px;
        }

        label {
            display: block;
            margin-bottom: 5px;
        }

        input[type="number"],
        select {
            width: 95%;
            padding: 10px;
            margin-bottom: 10px;
            border: 1px solid #ccc;
            border-radius: 5px;
        }

        button[type="button"] {
            background-color: #a00028;
            color: #fff;
            border: none;
            padding: 10px 20px;
            cursor: pointer;
            border-radius: 5px;
            margin-left: 40%;
        }

        #prediction-result {
            margin-top: 20px;
            text-align: center;
        }
    </style>
</head>
<body>
    <h1>Teaching Style Prediction</h1>
    <form id="prediction-form">
        <label for="input1">TEACHER'S AGE:</label>
        <input type="number" name="input1" id="input1" step="0.01"><br>

        <label for="input2">GENDER:</label>
        <select name="input2" id="input2">
            <option value="0">Female</option>
            <option value="1">Male</option>
        </select><br>

        <label for="input3">TEACHING EXPERIENCE:</label>
        <input type="number" name="input3" id="input3" step="0.01"><br>

        <label for="input4">CHOICE OF TEACHING MATERIALS:</label>
        <select name="input4" id="input4">
            <option value="0">ART SUPPLIES</option>
            <option value="1">GAMES</option>
            <option value="2">MUSIC AND MOVEMENT PROPS</option>
            <option value="3">VISUAL AIDS</option>
            <option value="4">WORK BOOKS</option>
        </select><br>

        <label for="input5">POSITIVE LEARNING ENVIRONMENT:</label>
        <select name="input5" id="input5">
            <option value="0">Average</option>
            <option value="1">No</option>
            <option value="2">Yes</option>
        </select><br>

        <label for="input6">Does the teacher prefer individual or group-based teaching:</label>
        <select name="input6" id="input6">
            <option value="0">GROUP</option>
            <option value="1">INDIVIDUAL</option>
        </select><br>

        <label for="input7">Does the teacher prefer when questions are raised by children:</label>
        <select name="input7" id="input7">
            <option value="0">No</option>
            <option value="1">Yes</option>
        </select><br>

        <button type="button" id="predict-button">Predict</button>
    </form>

    <div id="prediction-result">
        <h2>Predicted Teaching Style:</h2>
        <ul id="predicted-labels" style="font-size: 18px;"></ul>
    </div>

    <script>
        // JavaScript code to handle the prediction
        document.getElementById('predict-button').addEventListener('click', () => {
            const inputData = {
                input1: parseFloat(document.getElementById('input1').value),
                input2: parseFloat(document.getElementById('input2').value),
                input3: parseFloat(document.getElementById('input3').value),
                input4: parseFloat(document.getElementById('input4').value),
                input5: parseFloat(document.getElementById('input5').value),
                input6: parseFloat(document.getElementById('input6').value),
                input7: parseFloat(document.getElementById('input7').value),
            };

            // Send a POST request to your Flask API
            fetch('/predict_teaching_style', {
                method: 'POST',
                headers: {
                    'Content-Type': 'application/json',
                },
                body: JSON.stringify({ input: Object.values(inputData) }),
            })
            .then((response) => response.json())
            .then((data) => {
                const predictedLabels = data.predicted_labels;
                const predictedLabelsElement = document.getElementById('predicted-labels');
                predictedLabelsElement.textContent = predictedLabels.join(', ');
            })
            .catch((error) => console.error('Error:', error));
        });
    </script>
</body>
</html>