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Feature Selection

Feature selection is a technique of selecting a subset of descriptors for building models. ADMEWORKS ModelBuilder offers several tools useful in process of feature selection:

Missing Value Test
Zero Test
Correlation Test
Automated Correlations Test
Class Zero Test
Multicollinearity Test
Fisher's Ratio Test
Variance Test
Genetic Algorithm
PSO
Parameter Set Refinement
Iterative SVMFS
Iterative SVMFS MIXED
Boost-LDA FS

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Feature Selection

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