Run
8876289

Run 8876289

Task 3843 (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
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2339.5432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0801
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6829
Cross-validation details (10-fold Crossvalidation)