DEVELOPMENT... OpenML
Run
194676

Run 194676

Task 3891 (Supervised Classification) gina_agnostic 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
0.9363
Per class
F measure
0.8656
Per class
Kappa
0.7311
KB relative information score
2213.7922
Mean absolute error
0.1919
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8656
Per class
Predictive accuracy
0.8656
Prior entropy
0.9998
Recall
0.8656
Per class
Relative absolute error
0.3839
Root mean prior squared error
0.4999
Root mean squared error
0.314
Root relative squared error
0.6282
SciMark benchmark
1250.8301
UserCPU time millis
28280
UserCPU time millis testing
140
UserCPU time millis training
28140