Run
8867699

Run 8867699

Task 3876 (Supervised Classification) analcatdata_challenger 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
0.6133
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-50.547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1273
Cross-validation details (10-fold Crossvalidation)
Number of instances
138
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3712
Cross-validation details (10-fold Crossvalidation)
Recall
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.247
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9947
Cross-validation details (10-fold Crossvalidation)
Total cost