DEVELOPMENT... OpenML
Run
29718

Run 29718

Task 4551 (Supervised Classification) cmc 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
0.7503
Per class
Build CPU time
0.6206
Build memory
679307290.9605
F measure
0.6916
Per class
Kappa
0.3668
KB relative information score
3944.479
Mean absolute error
0.3673
Mean prior absolute error
0.4894
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
0.6977
Per class
Predictive accuracy
0.699
Prior entropy
0.9846
Recall
0.699
Per class
Relative absolute error
0.7506
Root mean prior squared error
0.4946
Root mean squared error
0.4418
Root relative squared error
0.8932
SciMark benchmark
945.2236