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Run
24894

Run 24894

Task 29 (Supervised Classification) credit-approval Uploaded 19-07-2014 by Felicia West
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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
F measure
0.8184
Per class
Kappa
0.6317
KB relative information score
425.2731
Mean absolute error
0.1918
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8185
Per class
Predictive accuracy
0.8188
Prior entropy
0.9913
Recall
0.8188
Per class
Relative absolute error
0.3883
Root mean prior squared error
0.497
Root mean squared error
0.364
Root relative squared error
0.7324
SciMark benchmark
928.5133[543.0388225413461988.9427617233548484.3219757802961897.44607893752641728.8170495867093]