Run
8876038

Run 8876038

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.0784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4806
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9728
Cross-validation details (10-fold Crossvalidation)
Recall
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8803
Cross-validation details (10-fold Crossvalidation)