DEVELOPMENT... OpenML
Run
194511

Run 194511

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.7077
Per class
F measure
0.6352
Per class
Kappa
0.2572
KB relative information score
73.2191
Mean absolute error
0.4298
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6365
Per class
Predictive accuracy
0.64
Prior entropy
0.9897
Recall
0.64
Per class
Relative absolute error
0.8721
Root mean prior squared error
0.4964
Root mean squared error
0.4634
Root relative squared error
0.9335
SciMark benchmark
1386.5717
UserCPU time millis
70
UserCPU time millis training
70