Run
174616

Run 174616

Task 256 (Supervised Classification) nursery 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
0.9785
Per class
Cross-validation details (33% Holdout set)
F measure
0.9693
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9548
Cross-validation details (33% Holdout set)
KB relative information score
4060.8173
Cross-validation details (33% Holdout set)
Mean absolute error
0.0123
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.273
Cross-validation details (33% Holdout set)
Number of instances
4276
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9701
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9691
Cross-validation details (33% Holdout set)
Prior entropy
1.7176
Cross-validation details (33% Holdout set)
Recall
0.9691
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0452
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3694
Cross-validation details (33% Holdout set)
Root mean squared error
0.1111
Cross-validation details (33% Holdout set)
Root relative squared error
0.3008
Cross-validation details (33% Holdout set)
SciMark benchmark
1384.4418
UserCPU time millis
1080
Cross-validation details (33% Holdout set)
UserCPU time millis testing
50
Cross-validation details (33% Holdout set)
UserCPU time millis training
1030
Cross-validation details (33% Holdout set)