Run
9190163

Run 9190163

Task 145857 (Supervised Classification) phoneme Uploaded 18-04-2018 by William Raynaut
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Flow

weka.kf.JRip(1)A Weka KnowledgeFlow using JRip.kf

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
0.8295 ± 0.0237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8502 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6357 ± 0.0299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2688.6179 ± 12.6081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2148 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8494 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8516 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8516 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.518 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3501 ± 0.0125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7688 ± 0.027
Cross-validation details (10-fold Crossvalidation)