DEVELOPMENT... OpenML
Run
194902

Run 194902

Task 4360 (Supervised Classification) elusage 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
0.9647
Per class
F measure
0.9001
Per class
Kappa
0.7972
KB relative information score
312.2725
Mean absolute error
0.2359
Mean prior absolute error
0.4922
Number of instances
550
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9004
Per class
Predictive accuracy
0.9
Prior entropy
0.9891
Recall
0.9
Per class
Relative absolute error
0.4792
Root mean prior squared error
0.4959
Root mean squared error
0.2958
Root relative squared error
0.5964
SciMark benchmark
1339.3974
UserCPU time millis
10
UserCPU time millis training
10