DEVELOPMENT... OpenML
Run
27596

Run 27596

Task 1903 (Supervised Classification) cmc Uploaded 08-10-2014 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)_I20
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
0.7087
Per class
Build CPU time
0.3
Build memory
1533906996.0435
F measure
0.5241
Per class
Kappa
0.2611
KB relative information score
3709.4195
Mean absolute error
0.3521
Mean prior absolute error
0.4308
Number of instances
14730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5236
Per class
Predictive accuracy
0.5265
Prior entropy
1.5392
Recall
0.5265
Per class
Relative absolute error
0.8174
Root mean prior squared error
0.4641
Root mean squared error
0.4409
Root relative squared error
0.9499
SciMark benchmark
892.0393