DEVELOPMENT... OpenML
Run
69879

Run 69879

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)_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
0.3646
Per class
Build CPU time
0.0035
Build memory
1290254620
F measure
0.5827
Per class
Kappa
-0.0435
KB relative information score
26.7614
Mean absolute error
0.2554
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
0.53
Per class
Predictive accuracy
0.68
Prior entropy
1.0305
Recall
0.68
Per class
Relative absolute error
0.8898
Root mean prior squared error
0.3755
Root mean squared error
0.4281
Root relative squared error
1.1401
SciMark benchmark
937.52