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Amit Gupta | AI Coach on Instagram: "🌳 How does a Decision Tree actually train? 🤔 Think of it like a smart game of 20 Questions 👇 1️⃣ Start with your dataset (Credit Score, Income, Existing Loans, etc.) 2️⃣ The tree checks which feature best separates approvals vs rejections. 3️⃣ It uses the Gini Index 🧮 → a measure of impurity. • If all loans in a group are “Approved” → Gini = 0 (pure ✅) • If it’s half Approved & half Rejected → Gini = 0.5 (impure ❌) 4️⃣ The tree picks the lowest Gini split
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Amit Gupta | AI Coach on Instagram: "🌳 How does a Decision Tree actual…
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Come study machine learning with me A decision tree is like a flowchart that helps in making decisions based on yes/no questions. Imagine you're trying to decide what to wear today, and you have a decision tree to help you out. The tree starts at the root (the top) with a question about the weather. - If it's raining (yes), the tree might tell you to wear a raincoat. - If it's not raining (no), it asks another question, maybe about whether it's cold or not. Each time you answer a question, you f
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การจัดการความฟุ้งด้วย Decision Tree สำหรับเด็กมหาลัย
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