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Run
175979

Run 175979

Task 1790 (Supervised Classification) nursery Uploaded 21-02-2015 by Jason
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.9953
Per class
F measure
0.9804
Per class
Kappa
0.9713
KB relative information score
62697.8742
Mean absolute error
0.0098
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9803
Per class
Predictive accuracy
0.9804
Prior entropy
1.7176
Recall
0.9804
Per class
Relative absolute error
0.0358
Root mean prior squared error
0.3695
Root mean squared error
0.0834
Root relative squared error
0.2257
SciMark benchmark
1384.4418
UserCPU time millis
310
UserCPU time millis testing
40
UserCPU time millis training
270

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