DEVELOPMENT... OpenML
Run
176131

Run 176131

Task 1886 (Supervised Classification) letter 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
0.9533
Per class
F measure
0.8868
Per class
Kappa
0.8822
KB relative information score
177252.5521
Mean absolute error
0.0097
Mean prior absolute error
0.074
Number of instances
200000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.887
Per class
Predictive accuracy
0.8867
Prior entropy
4.6998
Recall
0.8867
Per class
Relative absolute error
0.1317
Root mean prior squared error
0.1923
Root mean squared error
0.0894
Root relative squared error
0.4651
SciMark benchmark
1465.2979
UserCPU time millis
18640
UserCPU time millis testing
390
UserCPU time millis training
18250