DEVELOPMENT... OpenML
Run
30702

Run 30702

Task 4403 (Supervised Classification) bank32nh Uploaded 13-10-2014 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)_I80
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
0.8769
Per class
Build CPU time
47.7776
Build memory
505689736.351
F measure
0.8035
Per class
Kappa
0.5324
KB relative information score
31714.3034
Mean absolute error
0.2631
Mean prior absolute error
0.4281
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8029
Per class
Predictive accuracy
0.8082
Prior entropy
0.8937
Recall
0.8082
Per class
Relative absolute error
0.6144
Root mean prior squared error
0.4627
Root mean squared error
0.36
Root relative squared error
0.7781
SciMark benchmark
919.3495