Run
8876786

Run 8876786

Task 145917 (Supervised Classification) autoUniv-au7-700 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.6125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.4683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.4071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4602
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.977
Cross-validation details (10-fold Crossvalidation)