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Machine Learning Classifiers


About The Project

머신러닝 분류 알고리즘 성능 비교 및 하이퍼파라미터 튜닝 모듈

Algorithm List

  • AdaBoostClassifier
  • DecisionTreeClassifier
  • ExtraTreesClassifier
  • GaussianNB
  • GaussianProcessClassifier
  • GradientBoostingClassifier
  • KNeighborsClassifier
  • LGBMClassifier
  • LogisticRegression
  • MLPClassifier
  • QuadraticDiscriminantAnalysis
  • RandomForestClassifier
  • SVC
  • XGBClassifier

Built with

  • macOS Monterey 12.4 (M1)
  • Python >= 3.9

Library Installation

  • brew install cmake libomp
  • pip install pandas numpy seaborn matplotlib scipy scikit-learn xgboost graphviz
  • conda install lightgbm -y
  • brew install graphviz

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