文件名称:CS4VM
- 所属分类：
- Internet/网络编程
- 资源属性：
- [Matlab] [源码]
- 上传时间：
- 2014-10-21
- 文件大小：
- 442kb
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- l**
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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
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.m
............\demo.m
............\house.mat
............\libsvm-mat-2.83-1\COPYRIGHT
............\.................\heart_scale.mat
............\.................\make.m
............\.................\Makefile
............\.................\README
............\.................\read_sparse.c
............\.................\read_sparse.mexw32
............\.................\read_sparse.mexw64
............\.................\svm.cpp
............\.................\svm.h
............\.................\svmpredict.c
............\.................\svmpredict.mexw32
............\.................\svmpredict.mexw64
............\.................\svmtrain.c
............\.................\svmtrain.mexw32
............\.................\svmtrain.mexw64
............\.................\svm_model_matlab.c
............\.................\svm_model_matlab.h
............\...........cs4vm\COPYRIGHT
............\................\heart_scale.mat
............\................\make.m
............\................\Makefile
............\................\README
............\................\read_sparse.c
............\................\read_sparse.mexw32
............\................\read_sparse.mexw64
............\................\svm.cpp
............\................\svm.h
............\................\svmpredict.c
............\................\svmpredict.mexw32
............\................\svmpredict.mexw64
............\................\svmtrain.c
............\................\svmtrain.mexw32
............\................\svmtrain.mexw64
............\................\svm_model_matlab.c
............\................\svm_model_matlab.h
............\libsvm-mat-2.83-1
............\libsvm-mat-cs4vm
cs4vm-aaai10
Cost-Sensitive Semi-Supervised Support Vector Machine.pdf