Run
8872814

Run 8872814

Task 57 (Supervised Classification) ionosphere Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.6659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2652
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.537
Cross-validation details (10-fold Crossvalidation)