DEVELOPMENT... OpenML
Run
194086

Run 194086

Task 1895 (Supervised Classification) breast-w 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
0.9937
Per class
F measure
0.9635
Per class
Kappa
0.919
KB relative information score
6227.7007
Mean absolute error
0.0517
Mean prior absolute error
0.452
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9634
Per class
Predictive accuracy
0.9635
Prior entropy
0.9297
Recall
0.9635
Per class
Relative absolute error
0.1143
Root mean prior squared error
0.4753
Root mean squared error
0.1659
Root relative squared error
0.3489
SciMark benchmark
1337.7959
UserCPU time millis
100
UserCPU time millis training
100