Run
8875357

Run 8875357

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.6178
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.9166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0014
Cross-validation details (10-fold Crossvalidation)