DEVELOPMENT... OpenML
Run
29563

Run 29563

Task 4257 (Supervised Classification) analcatdata_creditscore Uploaded 12-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9869
Per class
Build CPU time
0.0054
Build memory
1425677141.6
F measure
0.9881
Per class
Kappa
0.9698
KB relative information score
947.0468
Mean absolute error
0.0196
Mean prior absolute error
0.3963
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9883
Per class
Predictive accuracy
0.988
Prior entropy
0.8479
Recall
0.988
Per class
Relative absolute error
0.0494
Root mean prior squared error
0.444
Root mean squared error
0.1076
Root relative squared error
0.2425
SciMark benchmark
933.3448