DEVELOPMENT... OpenML
Run
29611

Run 29611

Task 2956 (Supervised Classification) BNG(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
0.7166
Per class
Build CPU time
416.9765
Build memory
2524099080.5144
F measure
0.5419
Per class
Kappa
0.2892
KB relative information score
146317.3005
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
0.5411
Per class
Predictive accuracy
0.5432
Prior entropy
1.5387
Recall
0.5432
Per class
Relative absolute error
0.8133
Root mean prior squared error
0.4641
Root mean squared error
0.4402
Root relative squared error
0.9486
SciMark benchmark
942.9961