DEVELOPMENT... OpenML
Run
71513

Run 71513

Task 3021 (Supervised Classification) sick 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
0.933
Per class
Build CPU time
0.3875
Build memory
954715521.0032
F measure
0.965
Per class
Kappa
0.7044
KB relative information score
2099.7505
Mean absolute error
0.0363
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9664
Per class
Predictive accuracy
0.9639
Prior entropy
0.3333
Recall
0.9639
Per class
Relative absolute error
0.3154
Root mean prior squared error
0.2398
Root mean squared error
0.1766
Root relative squared error
0.7367
SciMark benchmark
910.9043