Run
9190194

Run 9190194

Task 145682 (Supervised Classification) spectrometer 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
0.8635 ± 0.0291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4157 ± 0.0598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4122 ± 0.0583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.746 ± 2.445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0299 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.419 ± 0.075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4482 ± 0.0548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4482 ± 0.0548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7551 ± 0.0354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1224 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8706 ± 0.0333
Cross-validation details (10-fold Crossvalidation)