DEVELOPMENT... OpenML
Run
194888

Run 194888

Task 4348 (Supervised Classification) sleuth_ex1714 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
0.8652
Per class
F measure
0.7697
Per class
Kappa
0.5282
KB relative information score
228.6752
Mean absolute error
0.2561
Mean prior absolute error
0.4894
Number of instances
470
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7695
Per class
Predictive accuracy
0.7702
Prior entropy
0.9852
Recall
0.7702
Per class
Relative absolute error
0.5233
Root mean prior squared error
0.4944
Root mean squared error
0.3931
Root relative squared error
0.795
SciMark benchmark
1321.527