DEVELOPMENT... OpenML
Run
70228

Run 70228

Task 3656 (Supervised Classification) diabetes_numeric 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
0.629
Per class
Build CPU time
0.0044
Build memory
270379532.8372
F measure
0.6849
Per class
Kappa
0.3337
KB relative information score
7.4334
Mean absolute error
0.4035
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6927
Per class
Predictive accuracy
0.6977
Prior entropy
0.971
Recall
0.6977
Per class
Relative absolute error
0.8422
Root mean prior squared error
0.4889
Root mean squared error
0.487
Root relative squared error
0.9959
SciMark benchmark
910.9043