Run
8860512

Run 8860512

Task 3645 (Supervised Classification) fri_c1_500_25 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.492
Cross-validation details (10-fold Crossvalidation)
KB relative information score
217.8037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2876
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8568
Cross-validation details (10-fold Crossvalidation)