Run
8865706

Run 8865706

Task 9988 (Supervised Classification) wholesale-customers 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
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.6761
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1672
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6439
Cross-validation details (10-fold Crossvalidation)