Run
54790

Run 54790

Task 59 (Supervised Classification) iris Uploaded 10-11-2014 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
0.9938 ± 0.0144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533 ± 0.0464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.93 ± 0.0675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9166 ± 0.0529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0447 ± 0.0252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9534 ± 0.0343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533 ± 0.045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533 ± 0.045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1007 ± 0.0567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1553 ± 0.0773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3294 ± 0.1639
Cross-validation details (10-fold Crossvalidation)