DEVELOPMENT... OpenML
Run
194079

Run 194079

Task 1889 (Supervised Classification) autos 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
0.9063
Per class
F measure
0.7455
Per class
Kappa
0.6707
KB relative information score
1336.8451
Mean absolute error
0.0934
Mean prior absolute error
0.2209
Number of instances
2050
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7458
Per class
Predictive accuracy
0.7468
Prior entropy
2.3268
Recall
0.7468
Per class
Relative absolute error
0.4227
Root mean prior squared error
0.3318
Root mean squared error
0.2351
Root relative squared error
0.7086
SciMark benchmark
1337.7959
UserCPU time millis
230
UserCPU time millis training
230