Run
8859815

Run 8859815

Task 3581 (Supervised Classification) fri_c3_1000_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
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
545.4282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.23
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7526
Cross-validation details (10-fold Crossvalidation)