Run
8894520

Run 8894520

Task 3571 (Supervised Classification) colleges_aaup 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
0.8582 ± 0.0289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7634 ± 0.0432
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6079 ± 0.0714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
645.7514 ± 6.1774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1494 ± 0.0187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2982 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7632 ± 0.0416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7657 ± 0.0448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.7657 ± 0.0448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5012 ± 0.0625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3859 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3063 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7936 ± 0.0709
Cross-validation details (10-fold Crossvalidation)