DEVELOPMENT... OpenML
Run
194491

Run 194491

Task 3738 (Supervised Classification) rabe_131 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
1
Per class
F measure
0.9602
Per class
Kappa
0.919
KB relative information score
35.9842
Mean absolute error
0.1585
Mean prior absolute error
0.4877
Number of instances
50
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9635
Per class
Predictive accuracy
0.96
Prior entropy
0.9829
Recall
0.96
Per class
Relative absolute error
0.325
Root mean prior squared error
0.4936
Root mean squared error
0.2137
Root relative squared error
0.4329
SciMark benchmark
1304.9611