Run
8860819

Run 8860819

Task 3671 (Supervised Classification) fri_c3_1000_50 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
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
490.6507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2563
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8337
Cross-validation details (10-fold Crossvalidation)