Run
8895056

Run 8895056

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 28-03-2018 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
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.4524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.65
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8621
Cross-validation details (10-fold Crossvalidation)