DEVELOPMENT... OpenML
Run
34432

Run 34432

Task 3890 (Supervised Classification) ada_prior Uploaded 19-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8674
Per class
Build CPU time
64.3962
Build memory
1202881879.4932
F measure
0.8349
Per class
Kappa
0.5356
KB relative information score
1648.0755
Mean absolute error
0.2441
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8412
Per class
Predictive accuracy
0.8468
Prior entropy
0.8085
Recall
0.8468
Per class
Relative absolute error
0.6542
Root mean prior squared error
0.4319
Root mean squared error
0.3389
Root relative squared error
0.7847
SciMark benchmark
927.7808