DEVELOPMENT... OpenML
Run
103305

Run 103305

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 08-12-2014 by Felicia West
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Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.4753
Per class
Build CPU time
0.003
Build memory
599807808
F measure
0.5843
Per class
Kappa
-0.0412
KB relative information score
-10.8932
Mean absolute error
0.2916
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
0.5361
Per class
Predictive accuracy
0.6756
Prior entropy
1.0305
Recall
0.6756
Per class
Relative absolute error
1.0159
Root mean prior squared error
0.3755
Root mean squared error
0.4066
Root relative squared error
1.0829
SciMark benchmark
844.3635