Run
8877249

Run 8877249

Task 9934 (Supervised Classification) robot-failures-lp1 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
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.5529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3057
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3623
Cross-validation details (10-fold Crossvalidation)
Number of instances
88
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6276
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.5795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8867
Cross-validation details (10-fold Crossvalidation)