susiexia / Supervised_Machine_Learning

Supervised ML models

machine-learning svm decision-trees gradient-descent-algorithm random-forest-classifier linear-regression logistic-regression oversampling imbalanced-learning undersampling

ML_practice

Demonstrate Several supervised ML models:

DecisionTree
LinearRegression
Logistic_Regression
SVM (SupportVectorMachine)
RamdomForest
GradientBoosting
Compare SVC and Logistic_Regression

Undersampling
Oversampling: random and SMOTE
SMOTEENN

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Supervised ML models

machine-learning svm decision-trees gradient-descent-algorithm random-forest-classifier linear-regression logistic-regression oversampling imbalanced-learning undersampling

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