Run
8892019

Run 8892019

Task 30 (Supervised Classification) page-blocks 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
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
698.941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9236
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8019
Cross-validation details (10-fold Crossvalidation)