Run
8874887

Run 8874887

Task 3696 (Supervised Classification) autoMpg 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
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.5176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
398
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9982
Cross-validation details (10-fold Crossvalidation)
Recall
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2803
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5613
Cross-validation details (10-fold Crossvalidation)