DEVELOPMENT... OpenML
Run
35046

Run 35046

Task 4504 (Supervised Classification) fri_c3_500_10 Uploaded 22-10-2014 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
0.9582
Per class
Build CPU time
2.5906
Build memory
2662280839.12
F measure
0.8928
Per class
Kappa
0.7835
KB relative information score
3290.8532
Mean absolute error
0.1845
Mean prior absolute error
0.4961
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8942
Per class
Predictive accuracy
0.8932
Prior entropy
0.9945
Recall
0.8932
Per class
Relative absolute error
0.3719
Root mean prior squared error
0.4981
Root mean squared error
0.284
Root relative squared error
0.5702
SciMark benchmark
788.7677