DEVELOPMENT... OpenML
Run
33835

Run 33835

Task 4551 (Supervised Classification) cmc Uploaded 16-10-2014 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
0.7671
Per class
Build CPU time
19.4359
Build memory
431003716.4893
F measure
0.7075
Per class
Kappa
0.403
KB relative information score
3818.5766
Mean absolute error
0.3756
Mean prior absolute error
0.4894
Number of instances
14730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7296
Per class
Predictive accuracy
0.7207
Prior entropy
0.9846
Recall
0.7207
Per class
Relative absolute error
0.7675
Root mean prior squared error
0.4946
Root mean squared error
0.4325
Root relative squared error
0.8743
SciMark benchmark
935.7907