DEVELOPMENT... OpenML
Run
194992

Run 194992

Task 4448 (Supervised Classification) fri_c2_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
0.6749
Per class
F measure
0.6298
Per class
Kappa
0.2142
KB relative information score
488.9756
Mean absolute error
0.4367
Mean prior absolute error
0.4768
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6327
Per class
Predictive accuracy
0.6452
Prior entropy
0.9664
Recall
0.6452
Per class
Relative absolute error
0.916
Root mean prior squared error
0.4882
Root mean squared error
0.4691
Root relative squared error
0.9608
SciMark benchmark
1386.5717
UserCPU time millis
80
UserCPU time millis training
80