Run
8880171

Run 8880171

Task 145884 (Supervised Classification) robot-failures-lp2 Uploaded 10-03-2018 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
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.9574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2797
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.5532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9464
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9558
Cross-validation details (10-fold Crossvalidation)