DEVELOPMENT... OpenML
Run
177271

Run 177271

Task 4561 (Supervised Classification) kdd_ipums_la_97-small 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
0.9706
Per class
F measure
0.9621
Per class
Kappa
0.9197
KB relative information score
60819.5268
Mean absolute error
0.0689
Mean prior absolute error
0.466
Number of instances
70190
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9653
Per class
Predictive accuracy
0.9618
Prior entropy
0.9504
Recall
0.9618
Per class
Relative absolute error
0.1479
Root mean prior squared error
0.4827
Root mean squared error
0.186
Root relative squared error
0.3853
SciMark benchmark
1330.0803
UserCPU time millis
87640
UserCPU time millis testing
220
UserCPU time millis training
87420