| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>Pro 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>Pro 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/direct_classifier.js"></script> | |
| </body> | |
| </html> | |