DEVELOPMENT... OpenML
Run
34326

Run 34326

Task 3613 (Supervised Classification) servo 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
0.9849
Per class
Build CPU time
0.0885
Build memory
82349063.5689
F measure
0.9253
Per class
Kappa
0.7991
KB relative information score
117.6899
Mean absolute error
0.1009
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9377
Per class
Predictive accuracy
0.9222
Prior entropy
0.7794
Recall
0.9222
Per class
Relative absolute error
0.2857
Root mean prior squared error
0.4193
Root mean squared error
0.2114
Root relative squared error
0.5041
SciMark benchmark
940.5578