Run
8880726

Run 8880726

Task 3588 (Supervised Classification) pol 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
0.7304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.9775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4438
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.6572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0042
Cross-validation details (10-fold Crossvalidation)