Run
8875893

Run 8875893

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.9958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9268
Cross-validation details (10-fold Crossvalidation)