DEVELOPMENT... OpenML
Run
27892

Run 27892

Task 2956 (Supervised Classification) BNG(cmc) Uploaded 09-10-2014 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
0.7132
Per class
Build CPU time
153.5152
Build memory
2025504852.6664
F measure
0.5393
Per class
Kappa
0.2852
KB relative information score
146290.6266
Mean absolute error
0.3503
Mean prior absolute error
0.4307
Number of instances
552960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5385
Per class
Predictive accuracy
0.5405
Prior entropy
1.5387
Recall
0.5405
Per class
Relative absolute error
0.8134
Root mean prior squared error
0.4641
Root mean squared error
0.4424
Root relative squared error
0.9533
SciMark benchmark
943.3138