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文件名称:CS4VM

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    2014-10-21
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In this paper, we study cost-sensitive semi-supervised

learning where many of the training examples are unlabeled

and different misclassification errors are associated

with unequal costs. This scenario occurs in many

real-world applications. For example, in some disease

diagnosis, the cost of erroneously diagnosing a patient

as healthy is much higher than that of diagnosing a

healthy person as a patient. Also, the acquisition of labeled

data requires medical diagnosis which is expensive,

while the collection of unlabeled data such as basic

health information is much cheaper
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下载文件列表

cs4vm-aaai10/cal_cost.m
cs4vm-aaai10/cs4vm.m
cs4vm-aaai10/demo.m
cs4vm-aaai10/house.mat
cs4vm-aaai10/libsvm-mat-2.83-1/COPYRIGHT
cs4vm-aaai10/libsvm-mat-2.83-1/heart_scale.mat
cs4vm-aaai10/libsvm-mat-2.83-1/make.m
cs4vm-aaai10/libsvm-mat-2.83-1/Makefile
cs4vm-aaai10/libsvm-mat-2.83-1/README
cs4vm-aaai10/libsvm-mat-2.83-1/read_sparse.c
cs4vm-aaai10/libsvm-mat-2.83-1/read_sparse.mexw32
cs4vm-aaai10/libsvm-mat-2.83-1/read_sparse.mexw64
cs4vm-aaai10/libsvm-mat-2.83-1/svm.cpp
cs4vm-aaai10/libsvm-mat-2.83-1/svm.h
cs4vm-aaai10/libsvm-mat-2.83-1/svmpredict.c
cs4vm-aaai10/libsvm-mat-2.83-1/svmpredict.mexw32
cs4vm-aaai10/libsvm-mat-2.83-1/svmpredict.mexw64
cs4vm-aaai10/libsvm-mat-2.83-1/svmtrain.c
cs4vm-aaai10/libsvm-mat-2.83-1/svmtrain.mexw32
cs4vm-aaai10/libsvm-mat-2.83-1/svmtrain.mexw64
cs4vm-aaai10/libsvm-mat-2.83-1/svm_model_matlab.c
cs4vm-aaai10/libsvm-mat-2.83-1/svm_model_matlab.h
cs4vm-aaai10/libsvm-mat-cs4vm/COPYRIGHT
cs4vm-aaai10/libsvm-mat-cs4vm/heart_scale.mat
cs4vm-aaai10/libsvm-mat-cs4vm/make.m
cs4vm-aaai10/libsvm-mat-cs4vm/Makefile
cs4vm-aaai10/libsvm-mat-cs4vm/README
cs4vm-aaai10/libsvm-mat-cs4vm/read_sparse.c
cs4vm-aaai10/libsvm-mat-cs4vm/read_sparse.mexw32
cs4vm-aaai10/libsvm-mat-cs4vm/read_sparse.mexw64
cs4vm-aaai10/libsvm-mat-cs4vm/svm.cpp
cs4vm-aaai10/libsvm-mat-cs4vm/svm.h
cs4vm-aaai10/libsvm-mat-cs4vm/svmpredict.c
cs4vm-aaai10/libsvm-mat-cs4vm/svmpredict.mexw32
cs4vm-aaai10/libsvm-mat-cs4vm/svmpredict.mexw64
cs4vm-aaai10/libsvm-mat-cs4vm/svmtrain.c
cs4vm-aaai10/libsvm-mat-cs4vm/svmtrain.mexw32
cs4vm-aaai10/libsvm-mat-cs4vm/svmtrain.mexw64
cs4vm-aaai10/libsvm-mat-cs4vm/svm_model_matlab.c
cs4vm-aaai10/libsvm-mat-cs4vm/svm_model_matlab.h
cs4vm-aaai10/libsvm-mat-2.83-1
cs4vm-aaai10/libsvm-mat-cs4vm
cs4vm-aaai10
Cost-Sensitive Semi-Supervised Support Vector Machine.pdf

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