Run
8876005

Run 8876005

Task 3681 (Supervised Classification) puma8NH 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
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1946.4933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3962
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8957
Cross-validation details (10-fold Crossvalidation)