Run
8881459

Run 8881459

Task 145984 (Supervised Classification) ionosphere 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
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
269.4499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9145
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5698
Cross-validation details (10-fold Crossvalidation)