Run
8892160

Run 8892160

Task 3490 (Supervised Classification) bridges Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.7998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.1613
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.253
Cross-validation details (10-fold Crossvalidation)
Number of instances
105
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3438
Cross-validation details (10-fold Crossvalidation)
Recall
0.5905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3547
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8819
Cross-validation details (10-fold Crossvalidation)