Run
8892504

Run 8892504

Task 3818 (Supervised Classification) tae 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
0.7073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.7376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3816
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.6887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9708
Cross-validation details (10-fold Crossvalidation)