DEVELOPMENT... OpenML
Run
34165

Run 34165

Task 4613 (Supervised Classification) usp05-ft Uploaded 18-10-2014 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
0.9003
Per class
Build CPU time
0.0992
Build memory
228555305.9263
F measure
0.8536
Per class
Kappa
0.6533
KB relative information score
373.1886
Mean absolute error
0.0577
Mean prior absolute error
0.1439
Number of instances
720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8315
Per class
Predictive accuracy
0.8861
Prior entropy
1.4392
Recall
0.8861
Per class
Relative absolute error
0.4009
Root mean prior squared error
0.2584
Root mean squared error
0.1735
Root relative squared error
0.6713
SciMark benchmark
938.9996