/Pattern-Recognition

this is the class Pattern Recogition exp and practice

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Pattern-Recognition

this is the class Pattern Recognition exp and practice

about the data

  • X_train, y_train: the history girl and boy data about shoe_size, weight and height
  • X_test, y_test: girl and boy data collected at Year 2018

about the algorithms(playML中封装的算法)

  • NativeBayes(Gaussian)
    • Parzen
  • KNN(Nearest Neighbors)
    • 优化(未封装)
      • 压缩法
      • 剪辑法
  • Gradient Boosting
    • 未封装
  • SVM
    • 未封装
  • LinearRegression
  • SimpleLinearRegression
  • LDA(Fisher线性分类器)