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ee66b65 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 | <!DOCTYPE html>
<html>
<head>
<title>Student Performance Prediction</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="container">
<h2>Student Performance Prediction</h2>
<label>Hours Studied:</label>
<input type="number" id="Hours_Studied">
<label>Attendance (%):</label>
<input type="number" id="Attendance">
<label>Previous Score:</label>
<input type="number" id="Previous_Scores">
<label>Sleep Hours:</label>
<input type="number" id="Sleep_Hours">
<label>Motivation Level (0–Low, 1–Medium, 2–High):</label>
<input type="number" id="Motivation_Level">
<label>Internet Access (0–No, 1–Yes):</label>
<input type="number" id="Internet_Access">
<label>Gender (0–Female, 1–Male):</label>
<input type="number" id="Gender">
<button onclick="predict()">Predict Exam Score</button>
<p id="result"></p>
</div>
<script>
function predict() {
document.getElementById("result").innerText = "Predicting...";
fetch("http://127.0.0.1:5000/predict", {
method: "POST",
headers: {
"Content-Type": "application/json"
},
body: JSON.stringify({
"Hours_Studied": Number(Hours_Studied.value),
"Attendance": Number(Attendance.value),
"Parental_Involvement": 2,
"Access_to_Resources": 2,
"Extracurricular_Activities": 1,
"Sleep_Hours": Number(Sleep_Hours.value),
"Previous_Scores": Number(Previous_Scores.value),
"Motivation_Level": Number(Motivation_Level.value),
"Internet_Access": Number(Internet_Access.value),
"Tutoring_Sessions": 1,
"Family_Income": 2,
"Teacher_Quality": 2,
"School_Type": 1,
"Peer_Influence": 1,
"Physical_Activity": 1,
"Learning_Disabilities": 0,
"Parental_Education_Level": 2,
"Distance_from_Home": 5,
"Gender": Number(Gender.value)
})
})
.then(res => res.json())
.then(data => {
result.innerText = "Predicted Exam Score: " + data.predicted_score;
});
}
</script>
</body>
</html> |