Run
8868400

Run 8868400

Task 3915 (Supervised Classification) kc3 Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.7001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-104.3666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1559
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3453
Cross-validation details (10-fold Crossvalidation)