Run
8867410

Run 8867410

Task 145800 (Supervised Classification) breast-w Uploaded 28-02-2018 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
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
626.0122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0496
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3779
Cross-validation details (10-fold Crossvalidation)