Run
9190269

Run 9190269

Task 3660 (Supervised Classification) disclosure_x_tampered Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.5431 ± 0.0589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5391 ± 0.0374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0881 ± 0.0811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.5749 ± 1.1201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4936 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5464 ± 0.0449
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5453 ± 0.0404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5453 ± 0.0404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9873 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4991 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9983 ± 0.0156
Cross-validation details (10-fold Crossvalidation)