DEVELOPMENT... OpenML
Run
28995

Run 28995

Task 4403 (Supervised Classification) bank32nh Uploaded 10-10-2014 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
0.8737
Per class
Build CPU time
28.1201
Build memory
547729756.4063
F measure
0.8014
Per class
Kappa
0.5277
KB relative information score
31571.1577
Mean absolute error
0.2632
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
0.8007
Per class
Predictive accuracy
0.806
Prior entropy
0.8937
Recall
0.806
Per class
Relative absolute error
0.6148
Root mean prior squared error
0.4627
Root mean squared error
0.3622
Root relative squared error
0.7827
SciMark benchmark
927.8111

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