DEVELOPMENT... OpenML
Run
67286

Run 67286

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I80
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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
0.3359
Per class
Build CPU time
0.0065
Build memory
189019071.2
F measure
0.5597
Per class
Kappa
-0.1118
KB relative information score
-67.4625
Mean absolute error
0.3135
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
0.5168
Per class
Predictive accuracy
0.6222
Prior entropy
1.0305
Recall
0.6222
Per class
Relative absolute error
1.0921
Root mean prior squared error
0.3755
Root mean squared error
0.4305
Root relative squared error
1.1466
SciMark benchmark
934.2337