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WIP: confidence model

This commit is contained in:
Mahayoga 2026-05-25 20:51:17 +07:00
parent aebcdbb844
commit 1357d96c78
1 changed files with 54 additions and 4 deletions
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58
resources/views/user/pages/finish_ujian/index.blade.php
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@ -114,11 +114,11 @@
<h4 class="card-title"> <h4 class="card-title">
Prediksi AI Prediksi AI
</h4> </h4>
<h5 class="mt-4"> <h2 class="mt-4" id="result-model">
Belum tersedia Loading...
</h5> </h2>
<p class="text-muted"> <p class="text-muted">
Model AI masih dalam tahap pengembangan Model Confidence: <span id="confidence-model"></span>
</p> </p>
</div> </div>
<div class="col-md-2 d-flex justify-content-center align-items-center bg-primary-subtle border border primary rounded-circle" style="aspect-ratio: 1/1;"> <div class="col-md-2 d-flex justify-content-center align-items-center bg-primary-subtle border border primary rounded-circle" style="aspect-ratio: 1/1;">
@ -190,6 +190,23 @@
</div> </div>
</div> </div>
<div class="row"> <div class="row">
<div class="col-md-4">
<div class="bg-custom p-4 my-3 border rounded">
<div class="row">
<div class="col-md-10">
<h5 class="text-body">Detail Confidence Prediksi Model</h5>
</div>
<div class="col-md-2 d-flex justify-content-center align-items-center bg-primary-subtle border border primary rounded-circle" style="aspect-ratio: 1/1;">
<i class="bi bi-easel fs-4"></i>
</div>
</div>
<ul class="list-unstyled">
<li><strong>Normal:</strong> <span id="normal-confidence">0%</span></li>
<li><strong>Sedang:</strong> <span id="sedang-confidence"></span></li>
<li><strong>Tinggi:</strong> <span id="tinggi-confidence"></span></li>
</ul>
</div>
</div>
<div class="col-md-4"> <div class="col-md-4">
<div class="bg-custom p-4 my-3 border rounded"> <div class="bg-custom p-4 my-3 border rounded">
<div class="row"> <div class="row">
@ -412,6 +429,28 @@ function renderVelocityChart(timeseries) {
}); });
heatmapContainer.style.removeProperty('position'); heatmapContainer.style.removeProperty('position');
renderStats(result.statistics); renderStats(result.statistics);
}
}
async function getPredict(data) {
const res = await fetch("{{ env('PYTHON_API_URL') }}/predict", {
method: "POST",
headers: {
"Content-Type": "application/json"
},
body: JSON.stringify(data)
});
const result = await res.json();
if(result != null) {
let classBg = ['text-warning', 'text-danger'];
let textResult = ['Sedang', 'Tinggi'];
$('#result-model').addClass(classBg[result.hasil_prediksi]);
$('#result-model').html(textResult[result.hasil_prediksi]);
$('#confidence-model').html(result.confidence + '%');
$('#normal-confidence').html(result.detail_probabilitas.normal + "%");
$('#sedang-confidence').html(result.detail_probabilitas.sedang + "%");
$('#tinggi-confidence').html(result.detail_probabilitas.tinggi + "%");
Swal.close(); Swal.close();
} }
} }
@ -618,6 +657,7 @@ function showInsight(type) {
ws.onmessage = (event) => { ws.onmessage = (event) => {
const data = JSON.parse(event.data); const data = JSON.parse(event.data);
console.log(data);
if(data.type === 'json_file_data') { if(data.type === 'json_file_data') {
if(data.data != null) { if(data.data != null) {
data_tobii = null; data_tobii = null;
@ -649,6 +689,7 @@ function showInsight(type) {
blur: 0.85 blur: 0.85
}); });
loadData(data_tobii); loadData(data_tobii);
getPredict(data_tobii.data);
} else { } else {
Swal.fire({ Swal.fire({
title: 'Error', title: 'Error',
@ -664,6 +705,15 @@ function showInsight(type) {
xhttp.open('GET', '{{ route('test-sessions.getScreen', ['id_test_sessions' => $id_session]) }}', true); xhttp.open('GET', '{{ route('test-sessions.getScreen', ['id_test_sessions' => $id_session]) }}', true);
xhttp.send(); xhttp.send();
} else {
Swal.fire({
title: 'Error',
text: 'Gagal memuat data mata, silahkan coba lagi nanti',
icon: 'error',
showConfirmButton: true,
allowOutsideClick: false,
allowEscapeKey: false
});
} }
} }
}; };