Run
8864835

Run 8864835

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.5987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2585
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
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7049
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)