Run
8887918

Run 8887918

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 26-03-2018 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
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9065
Cross-validation details (10-fold Crossvalidation)