DEVELOPMENT... OpenML
Run
33263

Run 33263

Task 3890 (Supervised Classification) ada_prior Uploaded 14-10-2014 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)_I160
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
0.8718
Per class
Build CPU time
113.3698
Build memory
159619070.0763
F measure
0.8339
Per class
Kappa
0.5325
KB relative information score
1640.6423
Mean absolute error
0.2449
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
0.8406
Per class
Predictive accuracy
0.8461
Prior entropy
0.8085
Recall
0.8461
Per class
Relative absolute error
0.6561
Root mean prior squared error
0.4319
Root mean squared error
0.3395
Root relative squared error
0.7859
SciMark benchmark
921.6226