DEVELOPMENT... OpenML
Run
34113

Run 34113

Task 3837 (Supervised Classification) hayes-roth Uploaded 18-10-2014 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
0.801
Per class
Build CPU time
0.2831
Build memory
584133694.3636
F measure
0.8339
Per class
Kappa
0.6452
KB relative information score
55.7844
Mean absolute error
0.293
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8527
Per class
Predictive accuracy
0.8409
Prior entropy
0.9635
Recall
0.8409
Per class
Relative absolute error
0.6174
Root mean prior squared error
0.4869
Root mean squared error
0.3787
Root relative squared error
0.7777
SciMark benchmark
939.4146