Run
8863727

Run 8863727

Task 9936 (Supervised Classification) robot-failures-lp3 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.777
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3411
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8007
Cross-validation details (10-fold Crossvalidation)
Recall
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9429
Cross-validation details (10-fold Crossvalidation)