Run
8876852

Run 8876852

Task 145973 (Supervised Classification) pendigits Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9388.8661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0304
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
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5336
Cross-validation details (10-fold Crossvalidation)