DEVELOPMENT... OpenML
Run
194353

Run 194353

Task 3600 (Supervised Classification) ailerons Uploaded 26-02-2015 by Jason
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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
0.9528
Per class
F measure
0.8781
Per class
Kappa
0.75
KB relative information score
8994.3483
Mean absolute error
0.1791
Mean prior absolute error
0.4884
Number of instances
13750
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8782
Per class
Predictive accuracy
0.8784
Prior entropy
0.9832
Recall
0.8784
Per class
Relative absolute error
0.3666
Root mean prior squared error
0.4942
Root mean squared error
0.2931
Root relative squared error
0.5931
SciMark benchmark
1335.643
UserCPU time millis
3990
UserCPU time millis testing
30
UserCPU time millis training
3960