Run
8866874

Run 8866874

Task 145912 (Supervised Classification) autoUniv-au1-1000 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
0.6754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.0971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9339
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9642
Cross-validation details (10-fold Crossvalidation)