DEVELOPMENT... OpenML
Run
33039

Run 33039

Task 4620 (Supervised Classification) kc3 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
0.8182
Per class
Build CPU time
6.675
Build memory
225001413.5022
F measure
0.8653
Per class
Kappa
0.0581
KB relative information score
-292.5057
Mean absolute error
0.1384
Mean prior absolute error
0.1716
Number of instances
4580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8494
Per class
Predictive accuracy
0.898
Prior entropy
0.4551
Recall
0.898
Per class
Relative absolute error
0.8069
Root mean prior squared error
0.2917
Root mean squared error
0.2706
Root relative squared error
0.9278
SciMark benchmark
945.1356