Run
8874000

Run 8874000

Task 3586 (Supervised Classification) abalone 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
0.8011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2312.9135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4464
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9137
Cross-validation details (10-fold Crossvalidation)