Run
8859664

Run 8859664

Task 3496 (Supervised Classification) SPECTF 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
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8132
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.535
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.8323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8109
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8434
Cross-validation details (10-fold Crossvalidation)