Run
9190268

Run 9190268

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 19-04-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.7588 ± 0.1116
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7949 ± 0.0847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5766 ± 0.169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.9849 ± 6.2555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3437 ± 0.0529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7969 ± 0.0789
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.794 ± 0.0859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.794 ± 0.0859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7136 ± 0.1101
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4325 ± 0.0674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8813 ± 0.1384
Cross-validation details (10-fold Crossvalidation)