Run
8876626

Run 8876626

Task 125921 (Supervised Classification) LED-display-domain-7digit 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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0739
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6972
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6863
Cross-validation details (10-fold Crossvalidation)