Run
8883937

Run 8883937

Task 145970 (Supervised Classification) credit-approval Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-J48(1)A Weka KnowledgeFlow using AdaBoostM1-J48.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
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
467.3131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1586
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7675
Cross-validation details (10-fold Crossvalidation)