DEVELOPMENT... OpenML
Run
73972

Run 73972

Task 3808 (Supervised Classification) kidney Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8167
Per class
Build CPU time
0.0015
Build memory
365510729.2632
F measure
0.7716
Per class
Kappa
0.5457
KB relative information score
30.2127
Mean absolute error
0.3105
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7902
Per class
Predictive accuracy
0.7763
Prior entropy
0.9981
Recall
0.7763
Per class
Relative absolute error
0.6227
Root mean prior squared error
0.4993
Root mean squared error
0.4161
Root relative squared error
0.8334
SciMark benchmark
785.9104

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