DEVELOPMENT... OpenML
Run
70044

Run 70044

Task 27 (Supervised Classification) colic 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)_I80
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
0.8208
Per class
Build CPU time
0.0517
Build memory
1139256162.3261
F measure
0.8171
Per class
Kappa
0.6129
KB relative information score
217.2508
Mean absolute error
0.1854
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.822
Per class
Predictive accuracy
0.8152
Prior entropy
0.9509
Recall
0.8152
Per class
Relative absolute error
0.3976
Root mean prior squared error
0.4827
Root mean squared error
0.4289
Root relative squared error
0.8886
SciMark benchmark
785.9104