randomforest

  随机森林的matlab算法实现，model是训练函数，tree是分类标签函数(Random Forest algorithm matlab, model is the training function, tree classification label function)

Alon运行的matlab
................\RF_Class_C
................\..........\acc.m,442,2014-04-12
................\..........\ACC_CV.m,1358,2014-04-12
................\..........\Alon.txt,1862000,2014-04-12
................\..........\Alon_label.txt,226,2014-04-12
................\..........\arrange.m,152,2014-04-12
................\..........\c.mat,8671,2014-04-12
................\..........\choose.m,1939,2014-04-12
................\..........\classRF_predict.m,2166,2014-04-12
................\..........\classRF_train.m,14830,2014-04-12
................\..........\htm" target=_blank>Compile_Check,856,2014-04-12
................\..........\compile_linux.m,557,2014-04-12
................\..........\compile_windows.m,1688,2014-04-12
................\..........\crossvalind.m,11956,2014-04-12
................\..........\CTDC.m,4584,2014-04-12
................\..........\CTDD.m,10601,2014-04-12
................\..........\CTDT.m,7734,2014-04-12
................\..........\data
................\..........\....\twonorm.mat,48856,2014-04-12
................\..........\....\X_twonorm.txt,96300,2014-04-12
................\..........\....\Y_twonorm.txt,600,2014-04-12
................\..........\DC.m,3373,2014-04-12
................\..........\drugtargets.mat,63804,2014-04-12
................\..........\fixed_cha_roc.mat,6640,2014-04-12
................\..........\fixed_pre_score_label.mat,41846,2014-04-12
................\..........\fold.m,945,2014-04-12
................\..........\fre.m,1539,2014-04-12
................\..........\frevar.m,1497,2014-04-12
................\..........\Geary.m,5301,2014-04-12
................\..........\imp_roc.m,602,2014-04-12
................\..........\index.txt,11463,2014-04-12
................\..........\IX_fre.txt,1776,2014-04-12
................\..........\IX_permu.txt,2206,2014-04-12
................\..........\IX_var.txt,1766,2014-04-12
................\..........\lpln_fixed.mat,221,2014-04-12
................\..........\Makefile,2693,2014-04-12
................\..........\Makefile.windows,2523,2014-04-12
................\..........\metric.m,441,2014-04-12
................\..........\mexClassRF_predict.mexw32,20992,2014-04-12
................\..........\mexClassRF_predict.mexw64,26624,2014-04-12
................\..........\mexClassRF_train.mexw32,32256,2014-04-12
................\..........\mexClassRF_train.mexw64,43520,2014-04-12
................\..........\Moran.m,5300,2014-04-12
................\..........\MoreauBroto.m,3962,2014-04-12
................\..........\name_n.mat,13750,2014-04-12
................\..........\name_p.mat,6853,2014-04-12
................\..........\nondrugtargets.mat,1394320,2014-04-12
................\..........\permu.m,1553,2014-04-12
................\..........\precompiled_rfsub
................\..........\.................\linux64
................\..........\.................\win32
................\..........\.................\.....\rfsub.o,6848,2014-04-12
................\..........\.................\win64
................\..........\.................\.....\rfsub.o,9840,2014-04-12
................\..........\produce_attributes.m,757,2014-04-12
................\..........\README.txt,3255,2014-04-12
................\..........\result3.mat,5068,2014-04-12
................\..........\result_of_Fixed_attributes.mat,1381570,2014-04-12
................\..........\rfsub.o,9840,2014-04-12
................\..........\rm.m,630,2014-04-12
................\..........\Roc.m,1700,2014-04-12
................\..........\separate.m,364,2014-04-12
................\..........\src
................\..........\...\classRF.cpp,33931,2014-04-12
................\..........\...\classRF.cpp.bak,33922,2014-04-12
................\..........\...\classTree.cpp,8947,2014-04-12
................\..........\...\cokus.cpp,7678,2014-04-12
................\..........\...\cokus_test.cpp,1189,2014-04-12
................\..........\...\mex_ClassificationRF_predict.cpp,5225,2014-04-12
................\..........\...\mex_ClassificationRF_train.cpp,8545,2014-04-12
................\..........\...\qsort.c,4676,2014-04-12
................\..........\...\rf.h,5186,2014-04-12
................\..........\...\rfsub.f,15851,2014-04-12
................\..........\...\rfutils.cpp,9609,2014-04-12
................\..........\...\twonorm_C_wrapper.cpp,9865,2014-04-12
................\..........\tempbuild
................\..........\test_ClassRF_extensively.m,604,2014-04-12
................\..........\To_acc.m,409,2014-04-12
................\..........\To_CTDC.m,410,2014-04-12
................\..........\To_CTDD.m,410,2014-04-12
................\..........\To_CTDT.m,410,2014-04-12
................\..........\To_dc.m,404,2014-04-12
................\..........\To_Geary.m,428,2014-04-12
................\..........\To_moran.m,428,2014-04-12
................\..........\To_moreau.m,441,2014-04-12
................\..........\tutorial_ClassRF.m,10403,2014-04-12
................\..........\twonorm_C_devcpp.dev,1783,2014-04-12
................\..........\var.m,1458,2014-04-12
................\..........\Version_History.txt,1470,2014-04-12
................\..........\X_twonorm.txt,96300,2014-04-12
................\..........\Y_twonorm.txt,600,2014-04-12
................\..........\处理.txt,317,2014-04-12
................\RF_Reg_C
................\........\htm" target=_blank>Compile_Check_kcachegrind,611,2014-04-12
................\........\htm" target=_blank>Compile_Check_memcheck,623,2014-04-12
................\........\compile_linux.m,952,2014-04-12
................\........\compile_windows.m,915,2014-04-12
................\........\data
................\........\....\diabetes.mat,265664,2014-04-12