Run
8875529

Run 8875529

Task 3840 (Supervised Classification) letter Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.6684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9334.5498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8463
Cross-validation details (10-fold Crossvalidation)