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Public Domain (CC0) Visibility: public Uploaded 24-04-2019 by Isabela Canuto Ramos

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mki

Maximum mutual information between the nominal attributes and the target attribute.

2

The minimal number of distinct values among attributes of the nominal type.

Third quartile of mutual information between the nominal attributes and the target attribute.

2

The maximum number of distinct values among attributes of the nominal type.

Third quartile of standard deviation of attributes of the numeric type.

0

Standard deviation of the number of distinct values among attributes of the nominal type.

First quartile of mutual information between the nominal attributes and the target attribute.

Average mutual information between the nominal attributes and the target attribute.

First quartile of standard deviation of attributes of the numeric type.

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

2

Average number of distinct values among the attributes of the nominal type.

Second quartile (Median) of kurtosis among attributes of the numeric type.

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

Second quartile (Median) of skewness among attributes of the numeric type.

Second quartile (Median) of standard deviation of attributes of the numeric type.

Minimal mutual information between the nominal attributes and the target attribute.