results.html

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Prediction Results</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            background-color: #f0f8ff;
            text-align: center;
            margin-top: 50px;
        }
        h1 {
            color: #333;
            font-size: 32px;
        }
        .result {
            margin-top: 30px;
            padding: 20px;
            background-color: #e8f4f8;
            border-radius: 5px;
        }
        button {
            padding: 10px 20px;
            font-size: 16px;
            background-color: #4CAF50;
            color: white;
            border: none;
            cursor: pointer;
        }
        button:hover {
            background-color: #45a049;
        }
    </style>
</head>
<body>
    <h1>Prediction Results</h1>
    <div class="result">
        <h2>Model Predictions:</h2>
        <p><strong>Logistic Regression:</strong> {{ logistic_regression }}</p>
        <p><strong>SVM:</strong> {{ svm }}</p>
        <p><strong>Random Forest:</strong> {{ random_forest }}</p>
        <p><strong>KNN:</strong> {{ knn }}</p>
        <p><strong>Neural Network:</strong> {{ neural_network }}</p>
        <button onclick="window.location.href='/'">Try Again</button>
    </div>
</body>
</html>