DEVELOPMENT... OpenML
Run
195169

Run 195169

Task 4612 (Supervised Classification) mc1 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
0.9076
Per class
F measure
0.9896
Per class
Kappa
0.0424
KB relative information score
-486176.917
Mean absolute error
0.0177
Mean prior absolute error
0.0144
Number of instances
94660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.991
Per class
Predictive accuracy
0.9929
Prior entropy
0.0622
Recall
0.9929
Per class
Relative absolute error
1.2299
Root mean prior squared error
0.0845
Root mean squared error
0.0923
Root relative squared error
1.0934
SciMark benchmark
1321.527
UserCPU time millis
2020
UserCPU time millis testing
20
UserCPU time millis training
2000