DEVELOPMENT... OpenML
Run
54783

Run 54783

Task 52 (Supervised Classification) heart-statlog Uploaded 10-11-2014 by Jason
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Flow

RandomRules(1)A rule-based classifier.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8887 ± 0.055
Per class
F measure
0.8068 ± 0.0426
Per class
Kappa
0.608 ± 0.0857
KB relative information score
0.5044 ± 0.0656
Mean absolute error
0.2562 ± 0.0316
Mean prior absolute error
0.4939
Number of instances
270
Per class
Precision
0.8071 ± 0.0419
Per class
Predictive accuracy
0.8074 ± 0.042
Prior entropy
0.9911
Recall
0.8074 ± 0.042
Per class
Relative absolute error
0.5188 ± 0.0641
Root mean prior squared error
0.4969
Root mean squared error
0.366 ± 0.0418
Root relative squared error
0.7366 ± 0.0841