經典機器學習算法

算法網站

https://scikit-learn.org

線性迴歸算法 LinearRegression

https://scikit-learn.org/stable/modules/linear_model.html#

樸素貝葉斯算法 MultinomialNB

https://scikit-learn.org/stable/modules/naive_bayes.html#multinomial-naive-bayes

kNN進鄰算法 KNeighborsClassifier

https://scikit-learn.org/stable/modules/neighbors.html#nearest-neighbors-classification

邏輯迴歸算法 LogisticRegression

https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression

隨機森林算法 RandomForestClassifier

https://scikit-learn.org/stable/modules/ensemble.html#forests-of-randomized-trees

決策樹算法 DecisionTreeClassifier

https://scikit-learn.org/stable/modules/tree.html#classification

GBDT迭代決策樹算法 GradientBoostingClassifier

SVM向量機算法 SVC

https://scikit-learn.org/stable/modules/svm.html

SVM-cross向量機交叉算法 SVC

https://scikit-learn.org/stable/modules/svm.html