DEVELOPMENT... OpenML
Run
175344

Run 175344

Task 4199 (Supervised Classification) monks-problems-3 Uploaded 21-02-2015 by Jason
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Flow

weka.Prism(3)J. Cendrowska (1987). PRISM: An algorithm for inducing modular rules. International Journal of Man-Machine Studies. 27(4):349-370.

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.

22 Evaluation measures

Area under ROC curve
0.9665
Per class
F measure
0.9661
Per class
Kappa
0.9321
KB relative information score
5163.1041
Mean absolute error
0.0339
Mean prior absolute error
0.4992
Number of instances
5540
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9664
Per class
Predictive accuracy
0.9661
Prior entropy
0.9989
Recall
0.9661
Per class
Relative absolute error
0.068
Root mean prior squared error
0.4996
Root mean squared error
0.1842
Root relative squared error
0.3687
SciMark benchmark
1466.6185