DEVELOPMENT... OpenML
Run
194926

Run 194926

Task 4373 (Supervised Classification) delta_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
0.9699
Per class
F measure
0.9384
Per class
Kappa
0.8762
KB relative information score
56312.0947
Mean absolute error
0.1165
Mean prior absolute error
0.4981
Number of instances
71290
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9387
Per class
Predictive accuracy
0.9384
Prior entropy
0.9973
Recall
0.9384
Per class
Relative absolute error
0.2338
Root mean prior squared error
0.4991
Root mean squared error
0.2319
Root relative squared error
0.4646
SciMark benchmark
1321.527
UserCPU time millis
900
UserCPU time millis testing
10
UserCPU time millis training
890