DEVELOPMENT... OpenML
Run
32998

Run 32998

Task 4616 (Supervised Classification) ar4 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
0.8219
Per class
Build CPU time
0.5505
Build memory
640978336.5607
F measure
0.821
Per class
Kappa
0.3791
KB relative information score
263.3483
Mean absolute error
0.2099
Mean prior absolute error
0.3076
Number of instances
1070
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8163
Per class
Predictive accuracy
0.8327
Prior entropy
0.707
Recall
0.8327
Per class
Relative absolute error
0.6826
Root mean prior squared error
0.3899
Root mean squared error
0.3341
Root relative squared error
0.8568
SciMark benchmark
945.9419

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