DEVELOPMENT... OpenML
Run
194467

Run 194467

Task 3719 (Supervised Classification) fishcatch 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
0.9988
Per class
F measure
0.9874
Per class
Kappa
0.9737
KB relative information score
139.3821
Mean absolute error
0.0645
Mean prior absolute error
0.4797
Number of instances
158
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9877
Per class
Predictive accuracy
0.9873
Prior entropy
0.971
Recall
0.9873
Per class
Relative absolute error
0.1344
Root mean prior squared error
0.4896
Root mean squared error
0.1398
Root relative squared error
0.2856
SciMark benchmark
1335.643
UserCPU time millis
20
UserCPU time millis training
20