Run
8880170

Run 8880170

Task 145886 (Supervised Classification) robot-failures-lp4 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
0.7017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.1896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2959
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8925
Cross-validation details (10-fold Crossvalidation)