DEVELOPMENT... OpenML
Run
194806

Run 194806

Task 4266 (Supervised Classification) profb 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
0.7608
Per class
F measure
0.7269
Per class
Kappa
0.3708
KB relative information score
1468.0857
Mean absolute error
0.3483
Mean prior absolute error
0.4446
Number of instances
6720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7277
Per class
Predictive accuracy
0.7384
Prior entropy
0.9188
Recall
0.7384
Per class
Relative absolute error
0.7835
Root mean prior squared error
0.4714
Root mean squared error
0.4247
Root relative squared error
0.9008
SciMark benchmark
1386.5717
UserCPU time millis
370
UserCPU time millis training
370