Run
8871338

Run 8871338

Task 9934 (Supervised Classification) robot-failures-lp1 Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7785
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0971
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
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5737
Cross-validation details (10-fold Crossvalidation)