Run
8860898

Run 8860898

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.5518
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.3947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4891
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4991
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9987
Cross-validation details (10-fold Crossvalidation)
Recall
0.5559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9963
Cross-validation details (10-fold Crossvalidation)
Total cost