Run
8876108

Run 8876108

Task 3746 (Supervised Classification) pollution 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
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.7333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5205
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8584
Cross-validation details (10-fold Crossvalidation)