OpenML
8870038

Run 8870038

Task 3010 (Supervised Classification) colic 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
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.1106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1855
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.67
Cross-validation details (10-fold Crossvalidation)