Run
8865786

Run 8865786

Task 145973 (Supervised Classification) pendigits Uploaded 28-02-2018 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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9558.6739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4957
Cross-validation details (10-fold Crossvalidation)