spider
所属分类:人工智能/神经网络/深度学习
开发工具:matlab
文件大小:208KB
下载次数:240
上传日期:2012-08-22 08:48:29
上 传 者:
daikunzaicixiazai
说明: 机器学习matlab源代码,包括多分类SVM,模式识别,特征选择,回归等算法。
(The spider is intended to be a complete object orientated environment for machine learning in Matlab. Aside from easy use of base learning algorithms, algorithms can be plugged together and can be compared with, e.g model selection, statistical tests and visual plots.
Core library objects
wilcoxon
Wilcoxon object- significance test of results
joint_kernel
Joint kernel object- for calculating inner products in joint feature spaces
joint_data
Joint_data object
corrt_test
corrected resampled t-test object- significance test of results
Unsupervised objects
spectral
Spectral clustering
ppca
Probabilistic Principal Components Analysis
nmf
Non-negative Matrix Factorization object
mrank
Manifold Ranking
Density Estimation objects
indep
Feature selection by independent density estimation
Feature Selection objects
r2w2_sel
Feature scaling/selection via SVMs and r^2/w^2 bound.
nfe
Non-Linear Feature Elimination
mutin)
文件列表:
spider\Algorithms.doc (261120, 2012-08-20)
spider\all_extra28-Jul-2006.zip (349307, 2012-08-20)
spider\Spider.txt (3939, 2012-08-20)
spider\新建 Microsoft Word 文档.doc (42496, 2012-08-20)
spider (0, 2012-08-20)
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