DEVELOPMENT... OpenML
Run
194652

Run 194652

Task 3903 (Supervised Classification) pc3 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
0.5018
Per class
F measure
0.8483
Per class
Kappa
-0.0038
KB relative information score
-5365.786
Mean absolute error
0.4665
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8056
Per class
Predictive accuracy
0.8957
Prior entropy
0.478
Recall
0.8957
Per class
Relative absolute error
2.5326
Root mean prior squared error
0.3031
Root mean squared error
0.4831
Root relative squared error
1.5936
SciMark benchmark
1335.643
UserCPU time millis
390
UserCPU time millis training
390