Run
8869948

Run 8869948

Task 25 (Supervised Classification) colic Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.9035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4471
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7609
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9227
Cross-validation details (10-fold Crossvalidation)
Recall
0.7609
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8872
Cross-validation details (10-fold Crossvalidation)