Run
24894

Run 24894

Task 29 (Supervised Classification) credit-approval Uploaded 19-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I80
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
425.2731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1918
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
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7324
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.5133[543.0388225413461988.9427617233548484.3219757802961897.44607893752641728.8170495867093]