Run
8858879

Run 8858879

Task 38 (Supervised Classification) ecoli Uploaded 27-02-2018 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
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.0853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0432
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1646
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5458
Cross-validation details (10-fold Crossvalidation)