DEVELOPMENT... OpenML
Run
176218

Run 176218

Task 2936 (Supervised Classification) adult 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
0.8794
Per class
F measure
0.8381
Per class
Kappa
0.5452
KB relative information score
205631.5111
Mean absolute error
0.1976
Mean prior absolute error
0.3641
Number of instances
488420
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8363
Per class
Predictive accuracy
0.8423
Prior entropy
0.7939
Recall
0.8423
Per class
Relative absolute error
0.5429
Root mean prior squared error
0.4266
Root mean squared error
0.3371
Root relative squared error
0.7902
SciMark benchmark
1341.2341
UserCPU time millis
45390
UserCPU time millis testing
1700
UserCPU time millis training
43690