DEVELOPMENT... OpenML
Run
195082

Run 195082

Task 4541 (Supervised Classification) wine 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
0.9966
Per class
F measure
0.969
Per class
Kappa
0.9351
KB relative information score
1601.2869
Mean absolute error
0.0521
Mean prior absolute error
0.4798
Number of instances
1780
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9695
Per class
Predictive accuracy
0.9691
Prior entropy
0.971
Recall
0.9691
Per class
Relative absolute error
0.1086
Root mean prior squared error
0.4897
Root mean squared error
0.149
Root relative squared error
0.3043
SciMark benchmark
1321.527
UserCPU time millis
20
UserCPU time millis training
20