DEVELOPMENT... OpenML
Run
194809

Run 194809

Task 2936 (Supervised Classification) adult Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

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
0.9116
Per class
F measure
0.8504
Per class
Kappa
0.5766
KB relative information score
211137.1029
Mean absolute error
0.1975
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
0.8497
Per class
Predictive accuracy
0.8559
Prior entropy
0.7939
Recall
0.8559
Per class
Relative absolute error
0.5424
Root mean prior squared error
0.4266
Root mean squared error
0.3145
Root relative squared error
0.7371
SciMark benchmark
1321.527
UserCPU time millis
65660
UserCPU time millis testing
190
UserCPU time millis training
65470