Run
65369

Run 65369

Task 28 (Supervised Classification) optdigits Uploaded 20-11-2014 by Jan van Rijn
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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
0.9758 ± 0.0496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9436 ± 0.082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9375 ± 0.0913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8559 ± 0.0787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0451 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9436 ± 0.0817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9438 ± 0.0822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218 ± 0
Cross-validation details (10-fold Crossvalidation)
Recall
0.9438 ± 0.0822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2508 ± 0.0756
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1218 ± 0.0468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.406 ± 0.156
Cross-validation details (10-fold Crossvalidation)