Description: Classical statistical machine learning classification algorithm MATLAB code, pay dataset. Including knn algorithm, logistic regression and naive Bayes algorithm.
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机器统计学习knn_logistic_naiveBayes\checkgrad.m
...................................\evaluate.m
...................................\example_svm.m
...................................\l2_distance.m
...................................\logistic.m
...................................\logistic_pen.m
...................................\logistic_predict.m
...................................\logistic_regression_pen.m
...................................\logistic_regression_template.m
...................................\mnist_test.mat
...................................\mnist_train.mat
...................................\mnist_train_small.mat
...................................\mnist_valid.mat
...................................\plot_digits.m
...................................\quantum.mat
...................................\run_knn.m
...................................\run_nb.m
...................................\script_2_2_logistic_test.m
...................................\sigmoid.m
...................................\svm.m
...................................\svmAvg.m
...................................\svmAvg_mod.m
...................................\test_nb.m
...................................\train_nb.m
机器统计学习knn_logistic_naiveBayes
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