Run
8881065

Run 8881065

Task 9897 (Supervised Classification) breast-tissue 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
0.7462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4916
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.9059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2933
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8935
Cross-validation details (10-fold Crossvalidation)