Run
54781

Run 54781

Task 49 (Supervised Classification) tic-tac-toe 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
0.9993 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9916 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9815 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8186 ± 0.0185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1024 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9918 ± 0.008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9916 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.931 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Recall
0.9916 ± 0.0082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2261 ± 0.018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1438 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3021 ± 0.0356
Cross-validation details (10-fold Crossvalidation)