Wiki cleanup: error-doc removal, dedup merge, link normalization
10_Wiki/Topics 대규모 정리: - 오류 캡처/미완성 stub 문서 227개 제거 - 교차폴더 중복 43클러스터 병합 (63파일 → redirect) - 링크명 정규화: 깨진 링크 수정·redirect 직결·개념 매핑 ~2,400건 - 카테고리 MOC 6개 신규 생성 - Graph 섹션 미해결 related-keyword 링크 10,058건 제거 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -209,10 +209,10 @@ print(f'MSE: {-scores.mean():.4f} ± {scores.std():.4f}')
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**기본값**: 매 baseline + learning curve. 매 overfit 의 detect 후 regularize.
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## 🔗 Graph
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- 부모: [[ML-Theory]] · [[Generalization]] · [[Statistical-Learning]]
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- 변형: [[Underfitting]] · [[Overfitting]] · [[Double-Descent]] · [[Implicit-Regularization]]
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- 응용: [[Regularization]] · [[Cross-Validation]] · [[Early-Stopping]] · [[Dropout]] · [[Data-Augmentation]]
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- Adjacent: [[Ensemble-Methods]] · [[Random-Forest]] · [[XGBoost]] · [[Learning-Curve]]
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- 부모: [[Generalization]]
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- 변형: [[Generalization-in-AI|Overfitting]] · [[Double-Descent]]
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- 응용: [[L1-and-L2-Regularization|Regularization]] · [[Data-Augmentation]]
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- Adjacent: [[Ensemble-Methods]] · [[Random-Forest]] · [[XGBoost]]
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## 🤖 LLM 활용
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**언제**: 매 model debugging. 매 hyperparameter tuning. 매 capacity decision. 매 regularization choice.
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@@ -229,7 +229,7 @@ print(f'MSE: {-scores.mean():.4f} ± {scores.std():.4f}')
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## 🧪 검증 / 중복
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- Verified (Hastie ESL, Belkin double descent).
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- 신뢰도 A.
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- Related: [[Regularization]] · [[Cross-Validation]] · [[Double-Descent]] · [[Generalization]].
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- Related: [[L1-and-L2-Regularization|Regularization]] · [[Cross-Validation]] · [[Double-Descent]] · [[Generalization]].
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## 🕓 Changelog
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| 날짜 | 변경 |
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