Run
8876845

Run 8876845

Task 145969 (Supervised Classification) optdigits 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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5142.28
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4164
Cross-validation details (10-fold Crossvalidation)