Run
8860672

Run 8860672

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.3617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6831
Cross-validation details (10-fold Crossvalidation)