Run
8892458

Run 8892458

Task 3769 (Supervised Classification) chscase_census5 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
0.4834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.3404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0063
Cross-validation details (10-fold Crossvalidation)