DEVELOPMENT... OpenML
Run
29774

Run 29774

Task 4565 (Supervised Classification) balance-scale 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
0.9663
Per class
Build CPU time
0.1572
Build memory
1801385794.0787
F measure
0.8872
Per class
Kappa
0.7727
KB relative information score
4290.6897
Mean absolute error
0.1663
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
0.8875
Per class
Predictive accuracy
0.8874
Prior entropy
0.9956
Recall
0.8874
Per class
Relative absolute error
0.3347
Root mean prior squared error
0.4985
Root mean squared error
0.272
Root relative squared error
0.5456
SciMark benchmark
934.8377