Run
9190238

Run 9190238

Task 145972 (Supervised Classification) credit-g Uploaded 19-04-2018 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
0.741 ± 0.0347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.71 ± 0.0258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2802 ± 0.0652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.6924 ± 3.2534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.344 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7181 ± 0.0197
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.738 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.738 ± 0.0162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8188 ± 0.026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4214 ± 0.0102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9195 ± 0.0224
Cross-validation details (10-fold Crossvalidation)