Supervised Learning vs. Unsupervised Learning

Supervised Learning

- 일반화 선형 모델 (Generalized Linear Model : GLM)

- 의사결정 트리 (Decision trees)

- 랜덤 포레스트 (Random forests)

- Gradient boosting machine, GBM

- Deep learning

Unsupervised Learning

- Clustering

- Anomaly detection

- Dimension reduction -> 주성분 분석 (Principal component analysis, PCA)