feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup
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id: P-REINFORCE-AUTO-LORE-001
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category: "[[10_Wiki/💡 Topics/AI]]"
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category: "10_Wiki/💡 Topics/AI"
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confidence_score: 0.98
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tags: [auto-reinforced, logistic-regression, classification, machine-learning, statistics, sigmoid]
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last_reinforced: 2026-04-20
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- **정책 변화(RL Update)**: 알고리즘의 투명성 정책이 강조됨에 따라, 딥러닝보다 작동 원리 파악이 쉬운 로지스틱 회귀를 의료나 금융 등 '설명 가능한 AI'가 필요한 영역 정책에서 여전히 강력히 권장함. (Explainable-AI (XAI)와 연결)
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## 🔗 지식 연결 (Graph)
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- [[Gradient-Descent]], [[Explainable-AI (XAI)]], [[Machine Learning (ML)]], [[Deep Learning (DL)]], [[Optimization]]
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- [[Gradient-Descent]], [[Explainable-AI (XAI)]], [[Machine Learning (ML)]], Deep Learning (DL), [[Optimization]]
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- **Modern Tech/Tools**: Scikit-learn (LogisticRegression), Sigmoid function, Maximum likelihood estimation.
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