Run
65359

Run 65359

Task 35 (Supervised Classification) dermatology 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
0.9969 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9564 ± 0.0258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9453 ± 0.0326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8822 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0525 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9573 ± 0.0239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9563 ± 0.0261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4327 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Recall
0.9563 ± 0.0261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1971 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1224 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3355 ± 0.0316
Cross-validation details (10-fold Crossvalidation)