Run
8881159

Run 8881159

Task 10094 (Supervised Classification) blogger 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
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.8491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2991
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.905
Cross-validation details (10-fold Crossvalidation)