DEVELOPMENT... OpenML
Run
27754

Run 27754

Task 4488 (Supervised Classification) fri_c2_500_50 Uploaded 08-10-2014 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
0.9479
Per class
Build CPU time
0.3803
Build memory
44191601.76
F measure
0.8951
Per class
Kappa
0.782
KB relative information score
3396.7826
Mean absolute error
0.1665
Mean prior absolute error
0.4839
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8969
Per class
Predictive accuracy
0.896
Prior entropy
0.9767
Recall
0.896
Per class
Relative absolute error
0.344
Root mean prior squared error
0.4918
Root mean squared error
0.2849
Root relative squared error
0.5793
SciMark benchmark
935.8554