DEVELOPMENT... OpenML
Run
57554

Run 57554

Task 2094 (Learning Curve) adult Uploaded 13-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.SimpleLogistic(2)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(2)_H50
weka.SimpleLogistic(2)_I0
weka.SimpleLogistic(2)_M500
weka.SimpleLogistic(2)_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.

21 Evaluation measures

Area under ROC curve
0.9115 ± 0.0045
Per class
Build CPU time
10.9931
Build memory
1899094213.76
F measure
0.8504 ± 0.0036
Per class
Kappa
0.5765 ± 0.0109
KB relative information score
0.4325 ± 0.0117
Mean absolute error
0.1974 ± 0.0032
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8496 ± 0.0036
Per class
Predictive accuracy
0.8558 ± 0.0032
Prior entropy
0.7938 ± 0.0002
Recall
0.8558 ± 0.0032
Per class
Relative absolute error
0.5422 ± 0.0088
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3146 ± 0.0035
Root relative squared error
0.7373 ± 0.0082
SciMark benchmark
1792.3312