DEVELOPMENT... OpenML
Run
30570

Run 30570

Task 4418 (Supervised Classification) schlvote 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)_I80
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
0.6393
Per class
Build CPU time
0.0143
Build memory
577576254.4421
F measure
0.8262
Per class
Kappa
0.5302
KB relative information score
129.3505
Mean absolute error
0.2644
Mean prior absolute error
0.3934
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.836
Per class
Predictive accuracy
0.8395
Prior entropy
0.8485
Recall
0.8395
Per class
Relative absolute error
0.672
Root mean prior squared error
0.4405
Root mean squared error
0.3816
Root relative squared error
0.8662
SciMark benchmark
932.4685