Run
65339

Run 65339

Task 14 (Supervised Classification) mfeat-fourier 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
0.9813 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8292 ± 0.0255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.81 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7182 ± 0.0132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.084 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8305 ± 0.0244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.829 ± 0.0266
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.829 ± 0.0266
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4665 ± 0.0119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1744 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5814 ± 0.0158
Cross-validation details (10-fold Crossvalidation)