DEVELOPMENT... OpenML
Run
195167

Run 195167

Task 4627 (Supervised Classification) desharnais 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
0.7882
Per class
F measure
0.7216
Per class
Kappa
0.4985
KB relative information score
313.7758
Mean absolute error
0.2637
Mean prior absolute error
0.3804
Number of instances
810
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7294
Per class
Predictive accuracy
0.7222
Prior entropy
1.3765
Recall
0.7222
Per class
Relative absolute error
0.6932
Root mean prior squared error
0.4348
Root mean squared error
0.3789
Root relative squared error
0.8714
SciMark benchmark
1333.5799
UserCPU time millis
20
UserCPU time millis training
20