DEVELOPMENT... OpenML
Run
34742

Run 34742

Task 4441 (Supervised Classification) boston Uploaded 20-10-2014 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
0.9439
Per class
Build CPU time
1.6472
Build memory
2727155911.1557
F measure
0.8807
Per class
Kappa
0.753
KB relative information score
3335.5384
Mean absolute error
0.176
Mean prior absolute error
0.4849
Number of instances
5060
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8815
Per class
Predictive accuracy
0.8814
Prior entropy
0.9782
Recall
0.8814
Per class
Relative absolute error
0.3628
Root mean prior squared error
0.4924
Root mean squared error
0.2934
Root relative squared error
0.5958
SciMark benchmark
940.5945

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