machine_learning_toolbox-develop

代码说明：

说明：  实现特征降维以及完成多分类的任务。可自行组合分类器(Realize feature dimensionality reduction and multiple classification.)

文件列表：

machine_learning_toolbox-develop, 0 , 2015-10-26
machine_learning_toolbox-develop\.gitignore, 16 , 2015-10-26
machine_learning_toolbox-develop\README.md, 587 , 2015-10-26
machine_learning_toolbox-develop\displayDataStructure.m, 1826 , 2015-10-26
machine_learning_toolbox-develop\src, 0 , 2015-10-26
machine_learning_toolbox-develop\src\CPA, 0 , 2015-10-26
machine_learning_toolbox-develop\src\CPA\ex7_pca.m, 7228 , 2015-10-26
machine_learning_toolbox-develop\src\CPA\findNbEigenVectorsToKeepPrecisionOf.m, 278 , 2015-10-26
machine_learning_toolbox-develop\src\CPA\pca.m, 884 , 2015-10-26
machine_learning_toolbox-develop\src\CPA\projectData.m, 967 , 2015-10-26
machine_learning_toolbox-develop\src\CPA\recoverData.m, 1066 , 2015-10-26
machine_learning_toolbox-develop\src\CPA\varianceKeptForANumberOfEigenVector.m, 134 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean, 0 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\computeCentroids.m, 1298 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\ex7.m, 5608 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\findClosestCentroids.m, 1169 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\kMeansInitCentroids.m, 793 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\plotDataPoints.m, 434 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\plotProgresskMeans.m, 840 , 2015-10-26
machine_learning_toolbox-develop\src\K_mean\runkMeans.m, 1974 , 2015-10-26
machine_learning_toolbox-develop\src\SVM, 0 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\ex6.m, 4126 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\ex6_spam.m, 4593 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\gaussianKernel.m, 720 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\linearKernel.m, 323 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\svmPredict.m, 1669 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\svmTrain.m, 5964 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\visualizeBoundary.m, 823 , 2015-10-26
machine_learning_toolbox-develop\src\SVM\visualizeBoundaryLinear.m, 410 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers, 0 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging), 0 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\TP01-Bagging.pdf, 107811 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\classifiersLearning.m, 621 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\classifiersPredict.m, 1889 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\classifiersTest.m, 601 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\drawBootstrap.m, 437 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\main.m, 1963 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\skew.mat, 7887 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\1.ensembleClassifier(bagging)\skewness.m, 139 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting), 0 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\TP02-boosting.pdf, 161876 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostLearn.m, 2160 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostM1Learn.m, 2226 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostM1Main.m, 1061 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostM1Pred.m, 1707 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostM1Test.m, 453 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostMain.m, 1134 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostPred.m, 771 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\2.ensembleClassifier(boosting)\adaboostTest.m, 446 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest), 0 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation, 0 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\drawBootstrap.m, 433 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\rfLearning.m, 2073 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\rfPredict.m, 339 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\rfTest.m, 551 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\test_rf.m, 1146 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\test_tree.m, 764 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\treeLearning.m, 3238 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\treePredict.m, 588 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\treeSplitting.m, 2521 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\implementation\treeTest.m, 380 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources, 0 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\rfLearning.m, 1569 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\rfPredict.m, 53 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\rfTest.m, 407 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\test_rf.m, 523 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\test_tree.m, 371 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\treeLearning.m, 3241 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\treePredict.m, 345 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\treeSplitting.m, 2292 , 2015-10-26
machine_learning_toolbox-develop\src\ensembles_classifiers\3.ensembleClassifier(random_forest)\sources\treeTest.m, 243 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression, 0 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression\ex1_multi.m, 5340 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression\ex5.m, 6720 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression\gradientDescentMulti.m, 1089 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression\learningCurve.m, 2597 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression\linearRegCostFunction.m, 1113 , 2015-10-26
machine_learning_toolbox-develop\src\linear_regression\normalEqn.m, 669 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression, 0 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\ex2.m, 3722 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\ex2_reg.m, 2973 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\ex3_oneVSall.m, 2108 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\findOptimizedLambda.m, 510 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\lrCostFunction.m, 1932 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\mapFeature.m, 508 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\oneVsAll.m, 2073 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\predict.m, 755 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\predictOneVsAll.m, 1523 , 2015-10-26
machine_learning_toolbox-develop\src\logistic_regression\sigmoid.m, 450 , 2015-10-26
machine_learning_toolbox-develop\src\main.m, 10127 , 2015-10-26
machine_learning_toolbox-develop\src\tools, 0 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master, 0 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\.travis.yml, 249 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE, 0 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE\caeapplygrads.m, 1219 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE\caebbp.m, 917 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE\caebp.m, 1011 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE\caedown.m, 259 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE\caeexamples.m, 754 , 2015-10-26
machine_learning_toolbox-develop\src\tools\DeepLearnToolbox-master\CAE\caenumgradcheck.m, 3618 , 2015-10-26