Run
8881311

Run 8881311

Task 145887 (Supervised Classification) robot-failures-lp5 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.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
0.7363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.5267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8826
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9139
Cross-validation details (10-fold Crossvalidation)