Hugging Face's logo

Spaces:
berangerthomas
/
schoolofstatistics
Running

App Files Community
schoolofstatistics
File size: 3,692 Bytes 
41cacc0
 
 
 
 
 
5e1bfc9
41cacc0
 
 
 
 
 
5e1bfc9
41cacc0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a50b139
 
 
 
 
 
 
 
 
 
 
 
41cacc0
 
 
 
 
 
 
 
 
 
 
 
 
 
9e66e53
5e1bfc9
9e66e53
 
41cacc0
9e66e53
41cacc0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a50b139
 
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
78
79
80
81
 
<!DOCTYPE html>
<html lang="en">

<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Interactive 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/inverse_style.css">
</head>

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

        <div class="floating-controls" id="floatingControls">
            <div class="controls-title" id="controlsTitle">🎛️ Result Controls</div>
            <div class="matrix-grid">
                <div class="control-group">
                    <div class="control-label">False Negatives (FN) <span class="lock-toggle" data-param="fn">🔓</span>
                    </div>
                    <input type="range" min="0" max="200" value="30" class="slider" id="fnSlider">
                    <div class="slider-value" id="fnValue">30</div>
                </div>
                <div class="control-group">
                    <div class="control-label">True Positives (TP) <span class="lock-toggle" data-param="tp">🔓</span>
                    </div>
                    <input type="range" min="0" max="200" value="70" class="slider" id="tpSlider">
                    <div class="slider-value" id="tpValue">70</div>
                </div>
                <div class="control-group">
                    <div class="control-label">True Negatives (TN) <span class="lock-toggle" data-param="tn">🔓</span>
                    </div>
                    <input type="range" min="0" max="200" value="80" class="slider" id="tnSlider">
                    <div class="slider-value" id="tnValue">80</div>
                </div>
                <div class="control-group">
                    <div class="control-label">False Positives (FP) <span class="lock-toggle" data-param="fp">🔓</span>
                    </div>
                    <input type="range" min="0" max="200" value="20" class="slider" id="fpSlider">
                    <div class="slider-value" id="fpValue">20</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">📊 Classifier Scores Distribution</div>
                <div class="chart-container"><canvas id="scoresChart"></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/inverse_classifier.js"></script>
</body>

</html>