DEVELOPMENT... OpenML
Run
194995

Run 194995

Task 4453 (Supervised Classification) transplant 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
0.9997
Per class
F measure
0.9848
Per class
Kappa
0.9673
KB relative information score
1169.8789
Mean absolute error
0.0556
Mean prior absolute error
0.4648
Number of instances
1310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.985
Per class
Predictive accuracy
0.9847
Prior entropy
0.9495
Recall
0.9847
Per class
Relative absolute error
0.1196
Root mean prior squared error
0.4818
Root mean squared error
0.1314
Root relative squared error
0.2727
SciMark benchmark
1386.5717
UserCPU time millis
20
UserCPU time millis training
20