Machine Learning Type
- Supervised learning: input + target을 학습하는 것
- Classification: predict a class label
- binary classification
- multi-label classification
- Regression: predict a numerical label
- Unsupervised learning: input을 학습하는 것
- Clustering: find groups
- Reinforcement learning: experience를 실행하고 reward를 부여하면서 학습하는 것
아직 정리 안함. 배울 필요 없음
- KNN(K-Nearest Neighbors) algorithm
k: recommend deciding odd number
method to measure distance: 피타고라스 정리