Run
8870982

Run 8870982

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.6082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
141.4814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3783
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9278
Cross-validation details (10-fold Crossvalidation)