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機器學習 - Coggle Diagram
機器學習
監督式學習
迴歸
Linear Regression
Ridge Regression
Lasso Regression
Polynominal Regression
Gaussian Process Regression
Poisson regression
分類
Logistic Regression
Naive Bayes
迴歸與分類
Decision Tree
Random Forest
Neural Network
Support Vector Machine(SVM)
KNN model
Gaussian Mixture Model(GMM)
Stochastic Gradient Descent(SGD)
非監督式學習
分群
Hierarchical Clustering
K-means
DBSCAN
HDBSCAN
Fuzzy C-means
Mean Shift
OPTICS
BIRCH
Affinity Propagation
監督與非監督式學習
Ensemble Learning
Boosting
AdaBoost
GradientBoosting
XGBoost
Bagging
Random forests
decision tree
Stacking
Stacking
強化學習