Run
8880728

Run 8880728

Task 3626 (Supervised Classification) analcatdata_uktrainacc 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
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.7198
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1338
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2414
Cross-validation details (10-fold Crossvalidation)
Number of instances
31
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6136
Cross-validation details (10-fold Crossvalidation)
Recall
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.336
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0308
Cross-validation details (10-fold Crossvalidation)