DEVELOPMENT... OpenML
Run
70743

Run 70743

Task 257 (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)_I40
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
0.7621
Per class
Build CPU time
0.017
Build memory
1311298176
F measure
0.7608
Per class
Kappa
0.5203
KB relative information score
65.1537
Mean absolute error
0.2397
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7639
Per class
Predictive accuracy
0.7603
Prior entropy
0.9509
Recall
0.7603
Per class
Relative absolute error
0.4909
Root mean prior squared error
0.505
Root mean squared error
0.4896
Root relative squared error
0.9694
SciMark benchmark
785.9104