ML_in_Medical_Imaging_Exercises-master.zip （82个子文件） 
ML_in_Medical_Imaging_Exercises-master Exercise 1 
mean_features.m 1KB Exercise1.m 3KB integral_image.m 716B
Lenna.jpg 42KB lbp.m 841B mean_patch.m 764B
Exercise1.pdf 142KB standard_filters.m 5KB long_range_offset.m 992B long_range_two_offsets.m 871B Exercise 3 Exercise3.m 7KB confusion_matrix.m 1KB predict.m 471B crossValidation.m 3KB stratified_cross_validation.m 3KB Exercise3.pdf 166KB ROC_PR_Curve.m 2KB one_vs_all.m 1KB performanceMeasures.m 1KB threshold_confusion_matrix.m 1KB stratifiedCrossValidation.m 4KB Exercise 4 Test Data classified labels predicted by AdaBoost classifier 1.fig 154KB Test Data classified with the true labels 2.fig 22KB Evolution of the training and testing error during 100 iterations.fig 21KB exercise_boosting.pdf 159KB best_stump.m 756B adaboostCopy.m 6KB .DS_Store 6KB Test Data classified with the true labels 3.fig 22KB Test Data classified with the true labels 1.fig 157KB Test Data classified labels predicted by AdaBoost classifier 3.fig 31KB distribution.mat 44KB Test Data classified labels predicted by AdaBoost classifier 2.fig 21KB adaboost.m 3KB generate_data.m 512B Exercise 7 data1.csv 920B Exercise7.pdf 48KB data3.csv 12KB data2.csv 29KB Exercise 6 Exercise6.pdf 96KB main.m 3KB myPCA.m 1KB imagescPhysical.m 679B scriptToyData.m 261B toydata.mat 2KB visualizeShapeModesOfVariation.m 522B mtit.m 4KB segmentImageASM.m 7KB trainAAModel.m 2KB trainSS-AAModel.m 44B getImagePatchAtPoint.m 1KB alignEqualDistance.m 3KB .DS_Store 6KB transformPointCloud2D.m 218B showImageAndLandmarks.m 460B trainSSModel.m 1KB myPCA1.m 2KB statisticalShapeModel.m 594B ANMS.m 3KB SelectPosition.m 3KB midbrainImagesAndLandmarks.mat 8.87MB ssmLeastSquaresMapping.m 160B README.md 83B Exercise 2 kernel_ridge_predict.m 1KB extendedModels.m 1KB logRegLogLikelihood.m 422B kernel_ridge_fit.m 482B Exercise2.m 7KB data Aqua-all.csv 1.26MB SAheartNumeric.csv 18KB bodyfat.csv 18KB SAheart.csv 21KB createSingleModel.m 838B createMultipleModelsScatter.m 1KB sigmoid.m 256B wlsfit.m 1KB multipleFeatureModelsLogReg.m 2KB Exercise2.pdf 290KB olsfit.m 381B nullFeatureModelLogReg.m 1KB lrirlsfit.m 2KB likelihood_ratio_test.m 1KB资源评论
