DEVELOPMENT... OpenML
Run
178060

Run 178060

Task 7287 (Supervised Classification) adult Uploaded 23-02-2015 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
0.8796
Per class
Average cost
0.0792
F measure
0.8374
Per class
Kappa
0.543
KB relative information score
20542.3534
Mean absolute error
0.1977
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8355
Per class
Predictive accuracy
0.8417
Prior entropy
0.7939
Recall
0.8417
Per class
Relative absolute error
0.543
Root mean prior squared error
0.4266
Root mean squared error
0.3372
Root relative squared error
0.7904
SciMark benchmark
1384.4418
Total cost
3866
UserCPU time millis
46320
UserCPU time millis testing
1940
UserCPU time millis training
44380