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Run
34374

Run 34374

Task 4390 (Supervised Classification) chatfield_4 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
0.9482
Per class
Build CPU time
0.4766
Build memory
88616635.4077
F measure
0.8867
Per class
Kappa
0.7636
KB relative information score
1592.7637
Mean absolute error
0.1627
Mean prior absolute error
0.4784
Number of instances
2350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8872
Per class
Predictive accuracy
0.8864
Prior entropy
0.9689
Recall
0.8864
Per class
Relative absolute error
0.3401
Root mean prior squared error
0.489
Root mean squared error
0.2852
Root relative squared error
0.5832
SciMark benchmark
940.0302