Run
9190191

Run 9190191

Task 125918 (Supervised Classification) Australian Uploaded 18-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-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
0.9304 ± 0.0188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8682 ± 0.0234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7333 ± 0.0476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
435.9714 ± 2.2303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1938 ± 0.0155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8683 ± 0.0232
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681 ± 0.0231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681 ± 0.0231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3923 ± 0.0312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.312 ± 0.0222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6277 ± 0.0444
Cross-validation details (10-fold Crossvalidation)