DEVELOPMENT... OpenML
Run
195050

Run 195050

Task 4509 (Supervised Classification) lowbwt 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
0.841
Per class
F measure
0.8249
Per class
Kappa
0.653
KB relative information score
987.2442
Mean absolute error
0.2544
Mean prior absolute error
0.4989
Number of instances
1890
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8524
Per class
Predictive accuracy
0.8291
Prior entropy
0.9984
Recall
0.8291
Per class
Relative absolute error
0.5099
Root mean prior squared error
0.4994
Root mean squared error
0.3558
Root relative squared error
0.7124
SciMark benchmark
1339.3974
UserCPU time millis
30
UserCPU time millis training
30