Complexity Measures for Supervised Problems


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Documentation for package ‘ECoL’ version 0.3.0

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balance Measures of class balance
balance.default Measures of class balance
balance.formula Measures of class balance
complexity Extract the complexity measures from datasets
complexity.default Extract the complexity measures from datasets
complexity.formula Extract the complexity measures from datasets
correlation Measures of feature correlation
correlation.default Measures of feature correlation
correlation.formula Measures of feature correlation
dimensionality Measures of dimensionality
dimensionality.default Measures of dimensionality
dimensionality.formula Measures of dimensionality
linearity Measures of linearity
linearity.default Measures of linearity
linearity.formula Measures of linearity
neighborhood Measures of neighborhood
neighborhood.default Measures of neighborhood
neighborhood.formula Measures of neighborhood
network Measures of network
network.default Measures of network
network.formula Measures of network
overlapping Measures of overlapping
overlapping.default Measures of overlapping
overlapping.formula Measures of overlapping
smoothness Measures of smoothness
smoothness.default Measures of smoothness
smoothness.formula Measures of smoothness
summarization Post processing complexity measures