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{% extends "layout.html" %}
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{% block content %}<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Clever Critter Classifier</title>
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<script src="https://cdn.tailwindcss.com"></script>
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<style>
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body {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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background-color: #e2e8f0;
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display: block;
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flex-direction: column;
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align-items: center;
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justify-content: center;
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max-height: 100vh;
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padding: 20px;
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overflow-x: hidden;
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}
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.main-wrapper {
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max-width: 1400px;
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width: 100%;
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display: flex;
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flex-direction: column;
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gap: 2rem;
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}
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.game-container {
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background-color: #ffffff;
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padding: 2.5rem;
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border-radius: 1rem;
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box-shadow: 0 10px 15px rgba(0, 0, 0, 0.1);
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text-align: center;
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position: relative;
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}
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h1 {
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font-size: 3rem;
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font-weight: 800;
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margin-bottom: 1rem;
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color: #1a202c;
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letter-spacing: -0.05em;
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}
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.tagline {
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font-size: 1.25rem;
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color: #4a5568;
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margin-bottom: 2rem;
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font-style: italic;
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}
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.tree-container {
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position: relative;
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margin-top: 3rem;
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min-height: 850px;
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display: flex;
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flex-direction: column;
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align-items: center;
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padding-top: 20px;
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}
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#tree-svg {
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position: absolute;
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top: 0;
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left: 0;
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width: 100%;
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height: 100%;
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pointer-events: none;
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overflow: visible;
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}
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.tree-row {
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display: flex;
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justify-content: center;
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width: 100%;
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margin-bottom: 7rem;
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position: relative;
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z-index: 1;
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}
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.tree-node {
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background-color: #ebf8ff;
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border: 2px solid #63b3ed;
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border-radius: 0.75rem;
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padding: 0.8rem 0.8rem;
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margin: 0 1rem;
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box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);
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transition: all 0.4s ease-in-out, transform 0.2s ease-out, opacity 0.4s ease-in-out;
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width: 220px;
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min-height: 110px;
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display: flex;
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flex-direction: column;
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justify-content: center;
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align-items: center;
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position: relative;
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opacity: 0.3;
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pointer-events: none;
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text-align: center;
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}
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.tree-node.active {
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border-color: #3182ce;
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box-shadow: 0 8px 16px rgba(0, 0, 0, 0.25);
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background-color: #bee3f8;
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opacity: 1;
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pointer-events: all;
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transform: translateY(-5px);
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z-index: 2;
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}
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.tree-node.path-taken {
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border-color: #90cdf4;
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background-color: #e0f2fe;
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opacity: 0.7;
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.08);
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pointer-events: none;
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transform: translateY(0);
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z-index: 1;
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}
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.root-node {
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background-color: #38a169;
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border-color: #2f855a;
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color: white;
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padding: 1.2rem;
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font-size: 1.1rem;
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opacity: 1;
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pointer-events: all;
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width: 260px;
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min-height: 120px;
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}
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.root-node.active {
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background-color: #2f855a;
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}
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.leaf-node {
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background-color: #d6eaff;
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border-color: #63b3ed;
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opacity: 0.3;
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pointer-events: none;
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}
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.leaf-node.active {
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background-color: #a7d3ff;
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box-shadow: 0 0 20px rgba(99, 179, 237, 0.7);
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transform: scale(1.05);
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opacity: 1;
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pointer-events: none;
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}
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.node-question {
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font-size: 1.1rem;
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font-weight: 700;
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margin-bottom: 0.8rem;
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color: inherit;
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}
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.classification-text {
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font-size: 1.5rem;
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font-weight: bold;
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color: #2f855a;
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padding: 0.4rem;
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}
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.node-buttons {
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display: flex;
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justify-content: center;
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gap: 0.6rem;
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flex-wrap: wrap;
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margin-top: auto;
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}
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.node-button {
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background-color: #4299e1;
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color: white;
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padding: 0.6rem 1.2rem;
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border-radius: 0.5rem;
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font-weight: 700;
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cursor: pointer;
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border: none;
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transition: background-color 0.2s ease-in-out, transform 0.1s ease-in-out, box-shadow 0.2s ease-in-out;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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font-size: 0.9rem;
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}
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.node-button:hover:not(:disabled) {
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background-color: #3182ce;
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transform: translateY(-2px);
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box-shadow: 0 6px 12px rgba(0, 0, 0, 0.15);
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}
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.node-button:active:not(:disabled) {
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transform: translateY(0);
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
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}
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.node-button:disabled {
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background-color: #a0aec0;
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cursor: not-allowed;
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opacity: 0.7;
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transform: none;
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box-shadow: none;
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}
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.connector-line {
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stroke: #a0aec0;
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stroke-width: 3;
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transition: stroke 0.4s ease-in-out, stroke-width 0.4s ease-in-out, opacity 0.4s ease-in-out;
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}
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.connector-line.active-path {
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stroke: #3182ce !important;
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stroke-width: 5 !important;
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opacity: 1 !important;
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}
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.connector-line.inactive-path {
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opacity: 0.3;
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stroke-width: 2;
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}
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.reset-button {
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background-color: #e53e3e;
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color: white;
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padding: 0.9rem 2rem;
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border-radius: 0.5rem;
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font-weight: 700;
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cursor: pointer;
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border: none;
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transition: background-color 0.2s ease-in-out, transform 0.1s ease-in-out, box-shadow 0.2s ease-in-out;
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margin-top: 2rem;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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}
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.reset-button:hover {
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background-color: #c53030;
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transform: translateY(-2px);
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box-shadow: 0 6px 12px rgba(0, 0, 0, 0.15);
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}
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.reset-button:active {
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transform: translateY(0);
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box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
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}
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.llm-explanation-container {
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margin-top: 2rem;
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background-color: #f0f8ff;
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border: 1px solid #a7d3ff;
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padding: 2rem;
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border-radius: 0.75rem;
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box-shadow: 0 4px 8px rgba(0, 0, 0, 0.08);
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text-align: left;
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}
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.llm-explanation-container h4 {
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font-size: 1.25rem;
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font-weight: bold;
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margin-bottom: 1rem;
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color: #2c5282;
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}
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.llm-explanation-container p {
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font-size: 1.05rem;
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line-height: 1.7;
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color: #4a5568;
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}
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.loading-indicator {
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text-align: center;
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font-style: italic;
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color: #718096;
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padding: 1rem;
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}
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.confetti-container {
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position: absolute;
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top: 0;
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left: 0;
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width: 100%;
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height: 100%;
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overflow: hidden;
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pointer-events: none;
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z-index: 10;
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}
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.confetti {
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position: absolute;
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width: 10px;
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height: 10px;
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background-color: #f06;
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opacity: 0;
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animation: fall 3s ease-out forwards;
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}
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.confetti:nth-child(2n) { background-color: #6cf; }
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.confetti:nth-child(3n) { background-color: #ffc; }
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.confetti:nth-child(4n) { background-color: #9c9; }
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.confetti:nth-child(5n) { background-color: #f60; }
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@keyframes fall {
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0% { transform: translateY(0) rotateZ(0deg); opacity: 1; }
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100% { transform: translateY(100vh) rotateZ(720deg); opacity: 0; }
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}
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@media (max-width: 768px) {
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h1 {
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font-size: 2rem;
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}
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.tagline {
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font-size: 1rem;
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}
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.tree-node {
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width: 90%;
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min-height: unset;
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margin: 1rem auto;
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padding: 1rem;
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}
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.tree-row {
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flex-direction: column;
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align-items: center;
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margin-bottom: 3rem;
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}
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.node-buttons {
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flex-direction: column;
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gap: 0.75rem;
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}
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.node-button {
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width: 100%;
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padding: 0.75rem 1rem;
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}
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.root-node {
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width: 90%;
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min-height: unset;
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padding: 1.5rem;
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}
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}
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</style>
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</head>
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<body>
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<div class="main-wrapper">
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<div class="game-container">
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<h1 class="text-gray-900">🐾 Clever Critter Classifier! 🌿</h1>
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<p class="tagline text-gray-700">
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Think of your favorite animal, answer wisely, and watch the tree reveal its identity!
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</p>
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<div class="tree-container" id="game-tree-container">
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<svg id="tree-svg"></svg>
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<div class="tree-row level-1">
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<div id="node-root" class="tree-node root-node">
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<p class="node-question"></p>
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<div id="buttons-root" class="node-buttons"></div>
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</div>
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</div>
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<div class="tree-row level-2">
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<div id="node-land-branch" class="tree-node internal-node">
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<p class="node-question"></p>
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<div id="buttons-land-branch" class="node-buttons"></div>
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</div>
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<div id="node-water-branch" class="tree-node internal-node">
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<p class="node-question"></p>
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<div id="buttons-water-branch" class="node-buttons"></div>
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</div>
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</div>
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<div class="tree-row level-3">
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<div id="node-fur-branch" class="tree-node internal-node">
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<p class="node-question"></p>
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<div id="buttons-fur-branch" class="node-buttons"></div>
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</div>
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<div id="node-no-fur-branch" class="tree-node internal-node">
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<p class="node-question"></p>
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<div id="buttons-no-fur-branch" class="node-buttons"></div>
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</div>
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<div id="node-water-mammal-branch" class="tree-node internal-node">
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<p class="node-question"></p>
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<div id="buttons-water-mammal-branch" class="node-buttons"></div>
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</div>
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<div id="node-water-non-mammal-branch" class="tree-node internal-node">
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<p class="node-question"></p>
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<div id="buttons-water-non-mammal-branch" class="node-buttons"></div>
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</div>
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</div>
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<div class="tree-row level-4">
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<div id="node-leaf-lion" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-cat" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-eagle" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-snake" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-dolphin" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-whale" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-fish" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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<div id="node-leaf-octopus" class="tree-node leaf-node">
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<p class="classification-text"></p>
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</div>
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</div>
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</div>
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<button id="explain-classification-button" class="node-button mt-6 hidden">✨ Deep Dive into Classification ✨</button>
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<div id="llm-explanation-container" class="llm-explanation-container hidden">
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<div id="llm-explanation-box" class="llm-explanation-box"></div>
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</div>
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<button id="reset-button" class="reset-button hidden">Start Over</button>
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</div>
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<div class="mt-8 p-6 bg-blue-50 rounded-lg border border-blue-200 shadow-md">
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<h3 class="text-xl font-extrabold mb-4 text-center text-blue-800">Understanding Decision Trees</h3>
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<p class="text-gray-700 leading-relaxed mb-4">
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This game is a simple, fun way to explore how a **Decision Tree** algorithm works in Machine Learning. Imagine a flowchart that helps make decisions!
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</p>
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<ul class="list-disc list-inside text-gray-800 space-y-2">
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<li>
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<strong>🌳 Root Node (Top):</strong> This is your starting point, like the first big question everyone asks. In real Decision Trees, this node considers all possible data and picks the best question to split it.
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</li>
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<li>
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<strong>🌿 Internal Nodes (Middle Questions):</strong> These are where you make choices based on features (like "Does it have fur?"). Each answer leads you down a specific branch, getting you closer to a final decision.
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</li>
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<li>
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<strong>🌸 Leaf Nodes (Bottom - Classifications):</strong> You've reached the end of a path! These are the final answers or predictions. In machine learning, this could be classifying an email as "Spam" or predicting if a customer will "Churn."
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</li>
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<li>
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<strong>🔗 Paths (Decision Rules):</strong> The sequence of choices you make from the root to a leaf node creates a unique "rule." This rule can then be applied to new, unseen data to make a prediction!
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</li>
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</ul>
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<p class="mt-4 text-gray-700 leading-relaxed">
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Just like your choices guide you through this game, Decision Trees learn these question-and-answer paths from large datasets to classify new information.
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</p>
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</div>
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</div>
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<script>
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const treeData = {
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'root': {
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question: 'Does your favorite animal live on land or in water?',
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options: [
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{ text: 'Land 🏞️', next: 'land-branch', value: 'land' },
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{ text: 'Water 🌊', next: 'water-branch', value: 'water' }
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],
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level: 1
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},
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'land-branch': {
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question: 'Does your favorite animal have fur?',
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options: [
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{ text: 'Yes 👍', next: 'fur-branch', value: 'fur' },
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{ text: 'No 👎', next: 'no-fur-branch', value: 'no_fur' }
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],
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level: 2
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},
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'water-branch': {
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question: 'Is your favorite animal a mammal?',
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options: [
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{ text: 'Yes 👍', next: 'water-mammal-branch', value: 'mammal' },
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{ text: 'No 👎', next: 'water-non-mammal-branch', value: 'not_mammal' }
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],
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level: 2
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},
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'fur-branch': {
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question: 'Is your favorite animal large?',
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options: [
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{ text: 'Yes 👍', next: 'leaf-lion', value: 'large' },
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{ text: 'No 👎', next: 'leaf-cat', value: 'small' }
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],
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level: 3
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},
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'no-fur-branch': {
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question: 'Can it fly?',
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options: [
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{ text: 'Yes 👍', next: 'leaf-eagle', value: 'flies' },
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{ text: 'No 👎', next: 'leaf-snake', value: 'no_fly' }
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],
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level: 3
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},
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'water-mammal-branch': {
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question: 'Is it found in saltwater or freshwater?',
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options: [
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{ text: 'Saltwater 🧂', next: 'leaf-dolphin', value: 'saltwater' },
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{ text: 'Freshwater 💧', next: 'leaf-whale', value: 'freshwater_mammal' }
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],
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level: 3
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},
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'water-non-mammal-branch': {
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question: 'Does it have scales?',
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options: [
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{ text: 'Yes ✅', next: 'leaf-fish', value: 'scales' },
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{ text: 'No ❌', next: 'leaf-octopus', value: 'no_scales' }
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],
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level: 3
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},
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'leaf-lion': { classification: 'Lion 🦁', explanation: 'Lions are large, furry land animals. They fit the criteria for this classification because they reside on land, possess fur, and are generally considered large mammals.', level: 4 },
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'leaf-cat': { classification: 'Cat 🐈', explanation: 'Cats are small, furry land animals. This classification is reached as cats live on land, have fur, and are small in size.', level: 4 },
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'leaf-eagle': { classification: 'Eagle 🦅', explanation: 'Eagles are non-furry land animals that can fly. They are classified here because they inhabit land, lack fur, and are characterized by their ability to fly.', level: 4 },
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'leaf-snake': { classification: 'Snake 🐍', explanation: 'Snakes are non-furry land animals that cannot fly. This classification applies to snakes as they live on land, do not have fur, and are unable to fly.', level: 4 },
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'leaf-dolphin': { classification: 'Dolphin 🐬', explanation: 'Dolphins are water mammals found in saltwater. They are classified here because they live in water, are mammals, and inhabit saltwater environments.', level: 4 },
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'leaf-whale': { classification: 'Whale 🐳', explanation: 'Whales are typically large water mammals. This classification applies to water animals that are mammals and are very large.', level: 4 },
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'leaf-fish': { classification: 'Fish 🐠', explanation: 'Fish are aquatic animals, often with scales, found in various water bodies. This classification is given to non-mammalian water creatures with scales.', level: 4 },
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'leaf-octopus': { classification: 'Octopus 🐙', explanation: 'Octopuses are aquatic animals without scales. This classification is for water non-mammals that do not have scales.', level: 4 }
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};
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let currentNodeLogicalId = 'root';
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let currentPath = [];
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let lastClassificationNode = null;
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function getElementById(id) {
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return document.getElementById(id);
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}
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function clearNodeButtons(nodeId) {
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const buttonsContainer = getElementById(`buttons-${nodeId}`);
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if (buttonsContainer) {
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buttonsContainer.innerHTML = '';
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}
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}
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function drawLine(startX, startY, endX, endY, id, is_active_path = false) {
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const svg = getElementById('tree-svg');
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let line = getElementById(id);
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if (!line) {
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line = document.createElementNS("http://www.w3.org/2000/svg", "line");
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line.setAttribute('id', id);
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line.setAttribute('class', 'connector-line');
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svg.appendChild(line);
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}
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line.setAttribute('x1', startX);
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line.setAttribute('y1', startY);
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line.setAttribute('x2', endX);
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line.setAttribute('y2', endY);
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if (is_active_path) {
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line.classList.add('active-path');
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line.classList.remove('inactive-path');
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} else {
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line.classList.remove('active-path');
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line.classList.add('inactive-path');
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}
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}
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function getAbsolutePosition(element, type = 'bottom') {
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if (!element) return { x: 0, y: 0, width: 0, height: 0 };
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const rect = element.getBoundingClientRect();
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const svg = getElementById('tree-svg');
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const svgRect = svg.getBoundingClientRect();
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let x = rect.left - svgRect.left + rect.width / 2;
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let y;
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if (type === 'bottom') {
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y = rect.top - svgRect.top + rect.height;
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} else {
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y = rect.top - svgRect.top;
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}
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return { x, y, width: rect.width, height: rect.height };
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}
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function drawAllLines() {
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const svg = getElementById('tree-svg');
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while (svg.firstChild) {
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svg.removeChild(svg.firstChild);
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}
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for (const parentLogicalId in treeData) {
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const parentData = treeData[parentLogicalId];
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if (parentData.options) {
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parentData.options.forEach(option => {
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const childLogicalId = option.next;
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const parentNode = getElementById(`node-${parentLogicalId}`);
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const childNode = getElementById(`node-${childLogicalId}`);
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if (parentNode && childNode) {
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const parentPos = getAbsolutePosition(parentNode, 'bottom');
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const childPos = getAbsolutePosition(childNode, 'top');
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const lineId = `line-${parentLogicalId}-to-${childLogicalId}`;
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const isPathSegment = currentPath.includes(parentLogicalId) && currentPath.includes(childLogicalId);
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drawLine(parentPos.x, parentPos.y, childPos.x, childPos.y, lineId, isPathSegment);
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}
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});
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}
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}
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}
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function launchConfetti() {
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const confettiContainer = document.createElement('div');
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confettiContainer.classList.add('confetti-container');
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getElementById('game-tree-container').appendChild(confettiContainer);
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for (let i = 0; i < 50; i++) {
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const confetti = document.createElement('div');
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confetti.classList.add('confetti');
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confetti.style.left = `${Math.random() * 100}%`;
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confetti.style.backgroundColor = `hsl(${Math.random() * 360}, 70%, 60%)`;
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confetti.style.animationDelay = `${Math.random() * 0.5}s`;
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confetti.style.animationDuration = `${3 + Math.random() * 2}s`;
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confettiContainer.appendChild(confetti);
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}
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setTimeout(() => {
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confettiContainer.remove();
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}, 5000);
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}
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function initializeNode(nodeLogicalId) {
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const nodeData = treeData[nodeLogicalId];
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const nodeElement = getElementById(`node-${nodeLogicalId}`);
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const buttonsContainer = getElementById(`buttons-${nodeLogicalId}`);
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if (!nodeElement || !nodeData) {
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console.error(`Node element or data not found for ID: ${nodeLogicalId}`);
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return;
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}
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document.querySelectorAll('.tree-node').forEach(node => {
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node.classList.remove('active', 'path-taken');
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node.style.opacity = '0.3';
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node.style.pointerEvents = 'none';
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clearNodeButtons(node.id.replace('node-', ''));
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});
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currentPath.forEach(pathId => {
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const pathNodeElement = getElementById(`node-${pathId}`);
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if (pathNodeElement && pathId !== nodeLogicalId) {
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pathNodeElement.classList.add('path-taken');
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pathNodeElement.style.opacity = '0.7';
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pathNodeElement.style.pointerEvents = 'none';
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}
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});
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nodeElement.classList.add('active');
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nodeElement.style.opacity = '1';
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nodeElement.style.pointerEvents = 'all';
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if (nodeData.classification) {
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nodeElement.querySelector('.classification-text').textContent = nodeData.classification;
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clearNodeButtons(nodeLogicalId);
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lastClassificationNode = nodeLogicalId;
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getElementById('explain-classification-button').classList.remove('hidden');
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getElementById('reset-button').classList.remove('hidden');
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launchConfetti();
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} else {
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const questionElement = nodeElement.querySelector('.node-question');
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questionElement.textContent = nodeData.question;
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buttonsContainer.innerHTML = '';
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nodeData.options.forEach(option => {
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const button = document.createElement('button');
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button.classList.add('node-button');
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button.textContent = option.text;
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button.onclick = () => chooseOption(nodeLogicalId, option.next);
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buttonsContainer.appendChild(button);
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});
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getElementById('explain-classification-button').classList.add('hidden');
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getElementById('llm-explanation-container').classList.add('hidden');
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getElementById('reset-button').classList.add('hidden');
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}
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drawAllLines();
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}
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function chooseOption(parentNodeLogicalId, nextNodeLogicalId) {
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if (!currentPath.includes(parentNodeLogicalId)) {
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currentPath.push(parentNodeLogicalId);
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}
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currentPath.push(nextNodeLogicalId);
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currentNodeLogicalId = nextNodeLogicalId;
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initializeNode(nextNodeLogicalId);
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}
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function startGame() {
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currentNodeLogicalId = 'root';
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currentPath = [];
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lastClassificationNode = null;
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for (const id in treeData) {
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const nodeData = treeData[id];
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const nodeElement = getElementById(`node-${id}`);
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if (nodeElement) {
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if (nodeData.classification) {
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const classificationText = nodeElement.querySelector('.classification-text');
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if (classificationText) classificationText.textContent = nodeData.classification;
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} else if (nodeData.question) {
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const questionText = nodeElement.querySelector('.node-question');
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if (questionText) questionText.textContent = nodeData.question;
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}
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nodeElement.classList.remove('active', 'path-taken');
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nodeElement.style.opacity = '0.3';
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nodeElement.style.pointerEvents = 'none';
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clearNodeButtons(nodeElement.id.replace('node-', ''));
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}
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}
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initializeNode(currentNodeLogicalId);
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}
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async function explainClassification() {
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const explanationContainer = getElementById('llm-explanation-container');
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const explanationBox = getElementById('llm-explanation-box');
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explanationContainer.classList.remove('hidden');
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explanationBox.innerHTML = '<p class="loading-indicator">Loading explanation...</p>';
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if (lastClassificationNode && treeData[lastClassificationNode]) {
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const animalName = treeData[lastClassificationNode].classification.split(' ')[0];
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const explanationText = treeData[lastClassificationNode].explanation;
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setTimeout(() => {
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explanationBox.innerHTML = `
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<h4>Why ${animalName}?</h4>
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<p>${explanationText}</p>
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`;
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}, 1000);
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} else {
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explanationBox.innerHTML = '<p class="text-red-500">No classification to explain yet. Please play the game!</p>';
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}
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}
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window.onload = () => {
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startGame();
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window.addEventListener('resize', drawAllLines);
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};
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getElementById('reset-button').addEventListener('click', startGame);
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getElementById('explain-classification-button').addEventListener('click', explainClassification);
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</script>
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<div class="back-button">
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<a href="/decision_tree" class=" bg-gray-200 center hover:bg-gray-300 text-black-800 px-4 py-2 rounded shadow">
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← Back to decision tree
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</a>
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</div>
|
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</body>
|
|
|
</html>
|
|
|
{% endblock %} |