Run
54759

Run 54759

Task 30 (Supervised Classification) page-blocks 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
0.9909 ± 0.0047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.974 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8621 ± 0.0447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7913 ± 0.0259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0167 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9738 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9746 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6355 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Recall
0.9746 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2188 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1948 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0897 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4603 ± 0.0325
Cross-validation details (10-fold Crossvalidation)