DEVELOPMENT... OpenML
Run
34869

Run 34869

Task 1907 (Supervised Classification) colic Uploaded 21-10-2014 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
0.8915
Per class
Build CPU time
0.9853
Build memory
3226004609.6283
F measure
0.858
Per class
Kappa
0.6916
KB relative information score
2009.783
Mean absolute error
0.2266
Mean prior absolute error
0.4662
Number of instances
3680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8609
Per class
Predictive accuracy
0.8606
Prior entropy
0.9509
Recall
0.8606
Per class
Relative absolute error
0.4862
Root mean prior squared error
0.4827
Root mean squared error
0.3362
Root relative squared error
0.6965
SciMark benchmark
946.648