Run
8889737

Run 8889737

Task 145977 (Supervised Classification) ecoli Uploaded 26-03-2018 by William Raynaut
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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
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.4661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0492
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5737
Cross-validation details (10-fold Crossvalidation)