Run
8860659

Run 8860659

Task 3659 (Supervised Classification) fri_c2_250_25 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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.0511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.37
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7447
Cross-validation details (10-fold Crossvalidation)