DEVELOPMENT... OpenML
Run
195081

Run 195081

Task 4540 (Supervised Classification) squash-stored 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
0.8369
Per class
F measure
0.7451
Per class
Kappa
0.4891
KB relative information score
217.8476
Mean absolute error
0.2923
Mean prior absolute error
0.4936
Number of instances
520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7519
Per class
Predictive accuracy
0.7442
Prior entropy
0.9911
Recall
0.7442
Per class
Relative absolute error
0.5922
Root mean prior squared error
0.4967
Root mean squared error
0.4099
Root relative squared error
0.8252
SciMark benchmark
1339.3974
UserCPU time millis
10
UserCPU time millis training
10