Run
8867598

Run 8867598

Task 3829 (Supervised Classification) analcatdata_halloffame Uploaded 28-02-2018 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
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.1735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1237
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1697
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4493
Cross-validation details (10-fold Crossvalidation)
Recall
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2908
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.163
Cross-validation details (10-fold Crossvalidation)
Total cost