MRMD

MRMD: Maximum-Relevance-Maximum-Distance

(1) single-lable (arff format)

Assume that the input file has a total of 5 examples, 4 features and 1 class standard:

@relation test

@attribute Fea1 numeric
@attribute Fea2 numeric
@attribute Fea3 numeric
@attribute Fea4 numeric

@attribute label {1,0}

@data

12,25,26,31,1

25,26,35,95,1

56,96,54,85,0

54,63,69,58,0

56,58,23,21,1

Each line is an example with four features and the last one is the label.

Assume that the input file has a total of 5 examples, 4 features and 3 class standard:

@relation test

@attribute Fea1 numeric
@attribute Fea2 numeric
@attribute Fea3 numeric
@attribute Fea4 numeric

@attribute label1 {1,0}
@attribute label2 {1,0}
@attribute label3 {1,0}

@data

12,25,26,31,1,0,1

25,26,35,95,1,0,1

56,96,54,85,0,1,0

54,63,69,58,0,1,1

56,58,23,21,1,1,0

Each line is an example with four features and the last three is the label.

Assume that the input file has a total of 5 examples, 4 features and 2 class standard:

@relation test

@attribute label1 {1,0}
@attribute label1 {1,0}

@attribute Fea1 numeric
@attribute Fea2 numeric
@attribute Fea3 numeric
@attribute Fea4 numeric

@data

1,0,12,25,26,31

1,0,25,26,35,95

0,1,56,96,54,85

0,1,54,63,69,58

1,1,56,58,23,21

Each line is an example with four features and the last two is the label.