Run
8881036

Run 8881036

Task 3915 (Supervised Classification) kc3 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
0.7262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-561.3929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2804
Cross-validation details (10-fold Crossvalidation)