Run
8867922

Run 8867922

Task 3550 (Supervised Classification) analcatdata_asbestos Uploaded 01-03-2018 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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.5443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2946
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4943
Cross-validation details (10-fold Crossvalidation)
Number of instances
83
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9919
Cross-validation details (10-fold Crossvalidation)
Recall
0.7952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8246
Cross-validation details (10-fold Crossvalidation)