Run
54768

Run 54768

Task 41 (Supervised Classification) soybean 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
0.8456 ± 0.0786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6611 ± 0.104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6305 ± 0.1616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6671 ± 0.132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0435 ± 0.013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6623 ± 0.1063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6633 ± 0.1476
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8358 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Recall
0.6633 ± 0.1476
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4521 ± 0.1347
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1821 ± 0.0401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8313 ± 0.183
Cross-validation details (10-fold Crossvalidation)