머신러닝 분류 알고리즘 성능 비교 및 하이퍼파라미터 튜닝 모듈
AdaBoostClassifier
DecisionTreeClassifier
ExtraTreesClassifier
GaussianNB
GaussianProcessClassifier
GradientBoostingClassifier
KNeighborsClassifier
LGBMClassifier
LogisticRegression
MLPClassifier
QuadraticDiscriminantAnalysis
RandomForestClassifier
SVC
XGBClassifier
- macOS Monterey 12.4 (M1)
- Python >= 3.9
brew install cmake libomp
pip install pandas numpy seaborn matplotlib scipy scikit-learn xgboost graphviz
conda install lightgbm -y
brew install graphviz