Run
8859300

Run 8859300

Task 3481 (Supervised Classification) isolet 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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6843.134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0097
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5008
Cross-validation details (10-fold Crossvalidation)