Run
65343

Run 65343

Task 21 (Supervised Classification) car 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
0.9987 ± 0.0005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.966 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9263 ± 0.0242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7832 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0711 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9667 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9659 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2058 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Recall
0.9659 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3103 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1404 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4152 ± 0.0209
Cross-validation details (10-fold Crossvalidation)