Run
8859971

Run 8859971

Task 3546 (Supervised Classification) analcatdata_halloffame 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
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
729.6922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1164
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8113
Cross-validation details (10-fold Crossvalidation)