Run
8877283

Run 8877283

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.7406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.2369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3511
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8838
Cross-validation details (10-fold Crossvalidation)