function?[Lhits]?=?ADABOOST_te（adaboost_modelte_func_handletest_settrue_labels）
%
%?ADABOOST?TESTING
%
%??[Lhits]?=?ADABOOST_te（adaboost_modelte_func_handletrain_set
%?????????????????????????true_labels）
%
%???????????‘te_func_handle‘?is?a?handle?to?the?testing?function?of?a
%???????????learning?（weak）?algorithm?whose?prototype?is?shown?below.
%
%???????????[Lhitserror_rate]?=?test_func（modeltest_setsample_weightstrue_labels）
%????????????????????model:?the?output?of?train_func
%????????????????????test_set:?a?KxD?dimensional?matrix?each?of?whose?row?is?a
%????????????????????????testing?sample?in?a?D?dimensional?feature?space.
%????????????????????sample_weights:??a?Dx1?dimensional?vector?the?i-th?entry?
%????????????????????????of?which?denotes?the?weight?of?the?i-th?sample.
%????????????????????true_labels:?a?Dx1?dimensional?vector?the?i-th?entry?of?which
%????????????????????????is?the?label?of?the?i-th?sample.
%????????????????????L:?a?Dx1-array?with?the?predicted?labels?of?the?samples.
%????????????????????hits:?number?of?hits?calculated?with?the?comparison?of?L?and
%????????????????????????true_labels.
%????????????????????error_rate:?number?of?misses?divided?by?the?number?of?samples.
%
%???????????It?is?the?corresponding?testing?
%???????????module?of?the?function?that?is?specified?in?the?training?phase.
%???????????‘test_set‘?is?a?NxD?matrix?where?N?is?the?number?of?samples
%???????????in?the?test?set?and?D?is?the?dimension?of?the?feature?space.
%???????????‘true_labels‘?is?a?Nx1?matrix?specifying?the?class?label?of
%???????????each?corresponding?sample‘s?features?（each?row）?in?‘test_set‘.
%???????????‘adaboost_model‘?is?the?model?that?is?generated?by?the?function
%???????????‘ADABOOST_tr‘.
%
%???????????‘L‘?is?the?likelihoods?that?are?assigned?by?the?‘ADABOOST_te‘.
%???????????‘hits‘?is?the?number?of?correctly?predicted?labels.
%
%????????Specific?Properties?That?Must?Be?Satisfied?by?The?Function?pointed
%????????by?‘func_handle‘
%????????------------------------------------------------------------------


hypothesis_n?=?length（adaboost_model.weights）;
sample_n?=?size（test_set1）;
if?nargin==4
????class_n?=?length（unique（true_labels））;
????temp_L?=?zeros（sample_nclass_nhypothesis_n）;		%?likelihoods?for?each?weak?classifier

????%?for?each?weak?classifier?likelihoods?of?test?samples?are?collected
????for?i=1:hypothesis_n
????????[temp_L（::i）hitserror_rate]?=?te_func_handle（adaboost_model.parameters{i}...
													?test_setones（sample_n1）true_labels）;
????????temp_L（::i）?=?temp_L（::i）*adaboost_model.weights（i）;
????end

????L?=?sum（temp_L3）;
????hits?=?sum（likelihood2class（L）==true_labels）;
else
????class_n=2;
????temp_L?=?zeros（sample_nclass_nhypothesis_n）;		%?likelihoods?for?each?weak?classifier

????%?for?each?weak?classifier?likelihoods?of?test?samples?are?collected
????for?i=1:hypothesis_n
????????temp_L（::i）?=?te_func_handle（adaboost_model.parameters{i}...
													?test_setones（sampl

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????3152??2011-01-26?20:39??基于matlab的人臉識別系統\FaceRec\ADABOOST_te.m

?????文件???????4115??2011-01-26?20:40??基于matlab的人臉識別系統\FaceRec\ADABOOST_tr.m

?????文件????????354??2009-01-01?18:20??基于matlab的人臉識別系統\FaceRec\approx.m

?????文件???????1366??2011-01-25?16:41??基于matlab的人臉識別系統\FaceRec\classify.m

?????文件?????207960??2012-03-26?21:04??基于matlab的人臉識別系統\FaceRec\composite.tiff

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s1\1.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s1\2.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s1\3.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s1\4.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s1\5.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s10\1.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s10\2.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s10\3.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s10\4.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s10\5.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s11\1.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s11\2.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s11\3.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s11\4.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s11\5.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s12\1.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s12\2.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s12\3.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s12\4.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s12\5.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s13\1.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s13\2.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s13\3.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s13\4.pgm

?????文件??????10318??2007-10-30?06:16??基于matlab的人臉識別系統\FaceRec\Data\sample\s13\5.pgm

............此處省略495個文件信息