DEVELOPMENT... OpenML
Run
194891

Run 194891

Task 4305 (Supervised Classification) ailerons 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
0.9527
Per class
F measure
0.8785
Per class
Kappa
0.7509
KB relative information score
89885.6345
Mean absolute error
0.1793
Mean prior absolute error
0.4884
Number of instances
137500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8786
Per class
Predictive accuracy
0.8788
Prior entropy
0.9832
Recall
0.8788
Per class
Relative absolute error
0.3671
Root mean prior squared error
0.4942
Root mean squared error
0.2932
Root relative squared error
0.5933
SciMark benchmark
1339.3974
UserCPU time millis
3540
UserCPU time millis testing
30
UserCPU time millis training
3510