DEVELOPMENT... OpenML
Run
71924

Run 71924

Task 1798 (Supervised Classification) postoperative-patient-data 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)_I20
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
0.3611
Per class
Build CPU time
0.0015
Build memory
510635432
F measure
0.5966
Per class
Kappa
-0.0065
KB relative information score
25.3093
Mean absolute error
0.2568
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5713
Per class
Predictive accuracy
0.6933
Prior entropy
1.0305
Recall
0.6933
Per class
Relative absolute error
0.8946
Root mean prior squared error
0.3755
Root mean squared error
0.4309
Root relative squared error
1.1476
SciMark benchmark
938.3567