DEVELOPMENT... OpenML
Run
33505

Run 33505

Task 1907 (Supervised Classification) colic 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
0.8924
Per class
Build CPU time
2.0668
Build memory
591383512.2239
F measure
0.8573
Per class
Kappa
0.69
KB relative information score
2011.2892
Mean absolute error
0.2264
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
0.8605
Per class
Predictive accuracy
0.8601
Prior entropy
0.9509
Recall
0.8601
Per class
Relative absolute error
0.4858
Root mean prior squared error
0.4827
Root mean squared error
0.336
Root relative squared error
0.6962
SciMark benchmark
942.4725