Run
8880595

Run 8880595

Task 3010 (Supervised Classification) colic Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.5276
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1833
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
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8033
Cross-validation details (10-fold Crossvalidation)