Run
8884299

Run 8884299

Task 3763 (Supervised Classification) chscase_census6 Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-IBk5(1)A Weka KnowledgeFlow using AdaBoostM1-IBk5.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
0.5354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.5793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4704
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5576
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0724
Cross-validation details (10-fold Crossvalidation)
Total cost