DEVELOPMENT... OpenML
Run
194599

Run 194599

Task 3849 (Supervised Classification) analcatdata_marketing Uploaded 26-02-2015 by Jason
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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
0.5221
Per class
F measure
0.5731
Per class
Kappa
0.0196
KB relative information score
-5.1695
Mean absolute error
0.4321
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6106
Per class
Predictive accuracy
0.6813
Prior entropy
0.901
Recall
0.6813
Per class
Relative absolute error
0.9988
Root mean prior squared error
0.4649
Root mean squared error
0.4669
Root relative squared error
1.0044
SciMark benchmark
1335.643
UserCPU time millis
230
UserCPU time millis testing
10
UserCPU time millis training
220