Run
65347

Run 65347

Task 20 (Supervised Classification) mfeat-pixel 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
0.9974 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9625 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9583 ± 0.0132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7736 ± 0.0128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0742 ± 0.0034
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
0.9627 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9625 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9625 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4123 ± 0.0187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1427 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4757 ± 0.018
Cross-validation details (10-fold Crossvalidation)