DEVELOPMENT... OpenML
Run
32978

Run 32978

Task 4613 (Supervised Classification) usp05-ft 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
0.9023
Per class
Build CPU time
0.1901
Build memory
510749450.3684
F measure
0.8507
Per class
Kappa
0.646
KB relative information score
373.0546
Mean absolute error
0.0578
Mean prior absolute error
0.1439
Number of instances
720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8292
Per class
Predictive accuracy
0.8847
Prior entropy
1.4392
Recall
0.8847
Per class
Relative absolute error
0.4016
Root mean prior squared error
0.2584
Root mean squared error
0.1739
Root relative squared error
0.6729
SciMark benchmark
948.1129