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Table 13 Correctness and coverage of the related instances of ID 012 and ID 483

From: Descriptive forest: experiments on a novel tree-structure-generalization method for describing cardiovascular diseases

The comparison

Related instances of ID 012

Related instances of ID 483

A single C4.5 tree

The descriptive forest

A single C4.5 tree

The descriptive forest

True positive

342

340

12

12

True negative

0

11

0

3

False positive

43

32

5

2

False negative

0

2

0

0

Correctness I (accuracy)

0.8883

0.9143

0.7059

0.8824

Correctness II (precision)

0.8883

0.9164

0.7059

0.8571

Coverage (recall)

1.0000

0.9942

1.0000

1.0000