DEVELOPMENT... OpenML
Run
194051

Run 194051

Task 1803 (Supervised Classification) sonar 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
0.7923
Per class
F measure
0.7218
Per class
Kappa
0.4406
KB relative information score
400.1118
Mean absolute error
0.3124
Mean prior absolute error
0.4978
Number of instances
1040
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7218
Per class
Predictive accuracy
0.7221
Prior entropy
0.9968
Recall
0.7221
Per class
Relative absolute error
0.6276
Root mean prior squared error
0.4989
Root mean squared error
0.4462
Root relative squared error
0.8944
SciMark benchmark
1280.6952
UserCPU time millis
100
UserCPU time millis training
100