Package mvpa :: Package measures :: Module irelief

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# Module irelief

source code

FeaturewiseDatasetMeasure performing multivariate Iterative RELIEF (I-RELIEF) algorithm. See : Y. Sun, Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol. 29, no. 6, pp. 1035-1051, June 2007.

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| IterativeRelief_Devel FeaturewiseDatasetMeasure that performs multivariate I-RELIEF algorithm. Batch version allowing various kernels.
| IterativeReliefOnline_Devel FeaturewiseDatasetMeasure that performs multivariate I-RELIEF algorithm. Online version.
| IterativeRelief FeaturewiseDatasetMeasure that performs multivariate I-RELIEF algorithm. Batch version.
| IterativeReliefOnline FeaturewiseDatasetMeasure that performs multivariate I-RELIEF algorithm. Online version.

Imports: N, FeaturewiseDatasetMeasure, KernelSquaredExponential, KernelExponential, KernelMatern_3_2, KernelMatern_5_2, pnorm_w, debug