基础机器学习算法实现,以李航博士的《统计学习方法》为蓝本。
MNIST_subset MATLAB代码:knn_matlab/knn.m
例2.1 MATLAB代码:perceptron_matlab/perceptron.m
MNIST_subset MATLAB代码:perceptron_matlab/perceptron_mnist.m
MNIST_subset MATLAB代码:knn_matlab/knn.m
MNIST MATLAB代码:naiveBayes_matlab/naiveBayes.m
例5.2 MATLAB代码:decisionTree_matlab/decisionTree_exp5_2.m
例5.3 MATLAB代码:decisionTree_matlab/decisionTree_exp5_3.m
MNIST MATLAB代码:decisionTree_matlab/decisionTree.m
MNIST_subset MATLAB代码:logisticRegression_matlab/logisticRegression.m
MNIST_subset MATLAB代码:maxEntropy_matlab/maxEntropy.m
例8.2 MATLAB代码:AdaBoost_matlab/AdaBoost_8_2.m
例8.1 MATLAB代码:AdaBoost_matlab/AdaBoost_8_1.m
例8.2 MATLAB代码:AdaBoost_matlab/AdaBoost_8_2.m
MATLAB代码:EM-GMM_matlab/GMM.m