Run
8874948

Run 8874948

Task 25 (Supervised Classification) colic Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-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
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.5428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.434
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
0.6482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9227
Cross-validation details (10-fold Crossvalidation)
Recall
0.5897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4901
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0368
Cross-validation details (10-fold Crossvalidation)