---
id: wiki-2026-0508-random-forest-classifiers
title: Random Forest Classifiers
category: 10_Wiki/Topics
status: duplicate
canonical_id: ensemble-methods
duplicate_of: "[[Ensemble-Methods]]"
aliases: []
source_trust_level: A
confidence_score: 0.9
verification_status: redirected
tags: [duplicate, random-forest, ensemble]
last_reinforced: 2026-05-10
github_commit: pending
---

# Random Forest Classifiers

> **이 문서는 [[Ensemble-Methods]] 의 중복본입니다.** Canonical 문서로 redirect.

## 핵심 요약
- Random Forest = bagging + decision trees + feature subsampling (Breiman 2001).
- 2026 의 tabular 의 still strong baseline; XGBoost/LightGBM 의 boosting variant 의 prefer.

## 🔗 Graph
- 부모: [[Ensemble-Methods]] (canonical)

## 🕓 변경 이력
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | 중복 처리 — canonical 문서로 redirect |