Run
8876246

Run 8876246

Task 3821 (Supervised Classification) segment 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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1063.6671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5925
Cross-validation details (10-fold Crossvalidation)
Recall
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534
Cross-validation details (10-fold Crossvalidation)