DEVELOPMENT... OpenML
Run
29757

Run 29757

Task 4223 (Supervised Classification) tr45.wc 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
0.9892
Per class
Build CPU time
875.0843
Build memory
175847724.32
F measure
0.9269
Per class
Kappa
0.917
KB relative information score
6174.9047
Mean absolute error
0.0261
Mean prior absolute error
0.172
Number of instances
6900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9327
Per class
Predictive accuracy
0.9287
Prior entropy
3.0415
Recall
0.9287
Per class
Relative absolute error
0.1519
Root mean prior squared error
0.2932
Root mean squared error
0.1076
Root relative squared error
0.3669
SciMark benchmark
908.5438