DEVELOPMENT... OpenML
Run
33453

Run 33453

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.9637
Per class
Build CPU time
3.3084
Build memory
1236402261.6
F measure
0.9076
Per class
Kappa
0.8131
KB relative information score
339.616
Mean absolute error
0.1732
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9091
Per class
Predictive accuracy
0.908
Prior entropy
0.9934
Recall
0.908
Per class
Relative absolute error
0.3497
Root mean prior squared error
0.4977
Root mean squared error
0.2732
Root relative squared error
0.5489
SciMark benchmark
943.2637