Run
8877267

Run 8877267

Task 3588 (Supervised Classification) pol Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6273.1045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2454
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9599
Cross-validation details (10-fold Crossvalidation)