DEVELOPMENT... OpenML
Run
32638

Run 32638

Task 4565 (Supervised Classification) balance-scale 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)_I160
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
0.9677
Per class
Build CPU time
0.4304
Build memory
1060927078.0838
F measure
0.8867
Per class
Kappa
0.7719
KB relative information score
4297.1356
Mean absolute error
0.1661
Mean prior absolute error
0.4969
Number of instances
6250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8869
Per class
Predictive accuracy
0.8869
Prior entropy
0.9956
Recall
0.8869
Per class
Relative absolute error
0.3342
Root mean prior squared error
0.4985
Root mean squared error
0.2698
Root relative squared error
0.5413
SciMark benchmark
946.0335