In machine learning, random forest is a multiple decision tree classifier, and its output is composed of plural individual tree categories depending on the output category. Leo Breiman and Adele Cutler developed an algorithm to deduce a random forest. And "Random Forests" is their trademark. The term came from the random decision forest (random decision forests) proposed by Tin Kam Ho at Baer laboratory in 1995. This method is combined with the "Bootstrap aggregating" idea of Breimans and the "random subspace method" of Ho to build a set of decision trees.

Filename	Size	Update
Random Forest
Random Forest\classRF_predict.m	2166	2015-06-03
Random Forest\classRF_train.m	14829	2015-06-03
Random Forest\Compile_Check	856	2015-06-03
Random Forest\compile_linux.m	557	2015-06-03
Random Forest\compile_windows.m	1589	2015-06-03
Random Forest\data
Random Forest\data.mat	8834	2015-06-24
Random Forest\data2.mat	15355	2015-06-22
Random Forest\data\twonorm.mat	48856	2015-06-03
Random Forest\data\X_twonorm.txt	96300	2015-06-03
Random Forest\data\Y_twonorm.txt	600	2015-06-03
Random Forest\main.m	578	2015-06-24
Random Forest\Makefile	2693	2015-06-03
Random Forest\Makefile.win	1592	2017-12-19
Random Forest\Makefile.windows	2523	2015-06-03
Random Forest\precompiled_rfsub
Random Forest\precompiled_rfsub\win32
Random Forest\precompiled_rfsub\win32\rfsub.o	6848	2015-06-03
Random Forest\precompiled_rfsub\win64
Random Forest\precompiled_rfsub\win64\rfsub.o	9840	2015-06-03
Random Forest\README.txt	3128	2015-06-03
Random Forest\rfsub.o	9840	2015-06-03
Random Forest\src
Random Forest\src\classRF.cpp	33889	2015-06-03
Random Forest\src\classRF.o	21845	2017-12-19
Random Forest\src\classTree.cpp	8947	2015-06-03
Random Forest\src\classTree.o	4917	2017-12-19
Random Forest\src\cokus.cpp	7678	2015-06-03
Random Forest\src\cokus.o	1741	2017-12-19
Random Forest\src\cokus_test.cpp	1189	2015-06-03
Random Forest\src\mex_ClassificationRF_predict.cpp	5225	2015-06-03
Random Forest\src\mex_ClassificationRF_train.cpp	8545	2015-06-03
Random Forest\src\qsort.c	4676	2015-06-03
Random Forest\src\rf.h	5186	2015-06-03
Random Forest\src\rfsub.f	15851	2015-06-03
Random Forest\src\rfutils.cpp	9609	2015-06-03
Random Forest\src\rfutils.o	8293	2017-12-19
Random Forest\src\twonorm_C_wrapper.cpp	9885	2017-12-19
Random Forest\src\twonorm_C_wrapper.o	6640	2017-12-19
Random Forest\test_ClassRF_extensively.m	604	2015-06-03
Random Forest\tutorial_ClassRF.m	10403	2015-06-03
Random Forest\twonorm_C_devcpp.dev	1783	2015-06-03
Random Forest\twonorm_C_devcpp.exe	447615	2017-12-19
Random Forest\twonorm_C_devcpp.layout	160	2017-12-19
Random Forest\Version_History.txt	1311	2015-06-03

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