Run
8881138

Run 8881138

Task 146060 (Supervised Classification) isolet Uploaded 10-03-2018 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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1652.1499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.071
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9666
Cross-validation details (10-fold Crossvalidation)