SchoolOfStatistics/direct_classifier.html at main · berangerthomas/SchoolOfStatistics · GitHub

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
<!DOCTYPE html>
<html lang="en">

<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Direct Classification Dashboard</title>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/3.9.1/chart.min.js"></script>
    <link rel="stylesheet" href="src/css/style.css">
</head>

<body>
    <div class="container">
        <h1>Direct Classification Dashboard</h1>

        <div class="floating-controls" id="floatingControls">
            <div class="controls-title" id="controlsTitle">Data Controls</div>
            <div class="controls-grid">
                <div class="control-group">
                    <label for="separationSlider" class="control-label">Class Separation</label>
                    <input type="range" min="0" max="10" value="3" step="0.1" class="slider" id="separationSlider">
                    <div class="slider-value" id="separationValue">3.0</div>
                </div>
                <div class="control-group">
                    <label for="stdDevSlider" class="control-label">Class Spread (Std. Dev.)</label>
                    <input type="range" min="0.5" max="5" value="1" step="0.1" class="slider" id="stdDevSlider">
                    <div class="slider-value" id="stdDevValue">1.0</div>
                </div>
            </div>
        </div>

        <div class="charts-container">
            <div class="chart-card">
                <div class="chart-title">ROC Curve & AUC</div>
                <div class="chart-container"><canvas id="rocChart"></canvas></div>
            </div>
            <div class="chart-card">
                <div class="chart-title">Performance Metrics</div>
                <div class="chart-container"><canvas id="metricsChart"></canvas></div>
            </div>
            <div class="chart-card">
                <div class="chart-title">Confusion Matrix</div>
                <div class="confusion-matrix-layout">
                    <div class="matrix-ylabel">TRUE class</div>
                    <div class="matrix-canvas-container">
                        <canvas id="matrixChart" width="300" height="300"></canvas>
                    </div>
                    <div class="matrix-xlabel">PREDICTED class</div>
                </div>
            </div>
            <div class="chart-card">
                <div class="chart-title">Data Distribution</div>
                <div class="chart-container"><canvas id="dataChart"></canvas></div>
            </div>
        </div>
    </div>

    <!-- Footer -->
    <footer>
        <a href="https://github.com/berangerthomas/SchoolOfStatistics" target="_blank"
            rel="noopener noreferrer">Project's GitHub</a>
    </footer>

    <script src="src/js/common.js"></script>
    <script src="src/js/direct_classifier.js"></script>
</body>

</html>