OpenML
18274

Run 18274

Task 29 (Supervised Classification) credit-approval Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I10
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(1)_num-slots1

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
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
442.7873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
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
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.4997[562.47685727503151013.3868112175512483.0147548568529904.2565878661754.3634695038145]