Run
8866375

Run 8866375

Task 145883 (Supervised Classification) robot-failures-lp1 Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-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
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.1943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0779
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
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5907
Cross-validation details (10-fold Crossvalidation)