DEVELOPMENT... OpenML
Run
176038

Run 176038

Task 1909 (Supervised Classification) credit-approval 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
0.8778
Per class
F measure
0.8376
Per class
Kappa
0.6709
KB relative information score
4311.2571
Mean absolute error
0.1918
Mean prior absolute error
0.494
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8376
Per class
Predictive accuracy
0.8378
Prior entropy
0.9913
Recall
0.8378
Per class
Relative absolute error
0.3884
Root mean prior squared error
0.497
Root mean squared error
0.3635
Root relative squared error
0.7315
SciMark benchmark
1358.4523
UserCPU time millis
10
UserCPU time millis training
10