DEVELOPMENT... OpenML
Run
34321

Run 34321

Task 4380 (Supervised Classification) pbc 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
0.7802
Per class
Build CPU time
2.1877
Build memory
84562362.2392
F measure
0.7072
Per class
Kappa
0.407
KB relative information score
1082.4951
Mean absolute error
0.3799
Mean prior absolute error
0.495
Number of instances
4180
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7088
Per class
Predictive accuracy
0.7096
Prior entropy
0.9928
Recall
0.7096
Per class
Relative absolute error
0.7675
Root mean prior squared error
0.4975
Root mean squared error
0.4375
Root relative squared error
0.8794
SciMark benchmark
940.6104