Run
65333

Run 65333

Task 10 (Supervised Classification) lymph 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.

15 Evaluation measures

Area under ROC curve
0.9279 ± 0.0501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.67 ± 0.1781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.5861 ± 0.1064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1167 ± 0.0223
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8311 ± 0.088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2302 ± 0.1423
Cross-validation details (10-fold Crossvalidation)
Recall
0.8311 ± 0.088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.436 ± 0.0851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2406 ± 0.0466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.661 ± 0.1273
Cross-validation details (10-fold Crossvalidation)