Run
8861643

Run 8861643

Task 3706 (Supervised Classification) stock 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
0.9446
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
635.3555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1745
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.628
Cross-validation details (10-fold Crossvalidation)