OpenML
16505

Run 16505

Task 31 (Supervised Classification) credit-g Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I160
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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.

19 Evaluation measures

Area under ROC curve
0.5606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.9824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3603
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6222
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.68
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0795
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
932.9332[565.3940416310953995.5851723314248470.52664044102374902.69971088135311730.4605539495203]