DEVELOPMENT... OpenML
Run
195108

Run 195108

Task 4567 (Supervised Classification) audiology 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
0.981
Per class
F measure
0.9576
Per class
Kappa
0.8876
KB relative information score
1767.9494
Mean absolute error
0.0849
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9576
Per class
Predictive accuracy
0.9575
Prior entropy
0.8182
Recall
0.9575
Per class
Relative absolute error
0.2245
Root mean prior squared error
0.4343
Root mean squared error
0.1902
Root relative squared error
0.438
SciMark benchmark
1333.5799
UserCPU time millis
90
UserCPU time millis training
90