Run
174824

Run 174824

Task 3055 (Supervised Classification) monks-problems-3 Uploaded 21-02-2015 by Jan van Rijn
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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
0.9717
Per class
Cross-validation details (33% Holdout set)
F measure
0.9672
Per class
Cross-validation details (33% Holdout set)
Kappa
0.933
Cross-validation details (33% Holdout set)
KB relative information score
168.6692
Cross-validation details (33% Holdout set)
Mean absolute error
0.033
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4967
Cross-validation details (33% Holdout set)
Number of instances
182
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9694
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.967
Cross-validation details (33% Holdout set)
Prior entropy
0.9989
Cross-validation details (33% Holdout set)
Recall
0.967
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0664
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4971
Cross-validation details (33% Holdout set)
Root mean squared error
0.1816
Cross-validation details (33% Holdout set)
Root relative squared error
0.3652
Cross-validation details (33% Holdout set)
SciMark benchmark
1465.2979