Run
8868491

Run 8868491

Task 9935 (Supervised Classification) robot-failures-lp2 Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.9723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1171
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
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.7234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8231
Cross-validation details (10-fold Crossvalidation)