DEVELOPMENT... OpenML
Run
195128

Run 195128

Task 4568 (Supervised Classification) hypothyroid 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
0.9762
Per class
F measure
0.9682
Per class
Kappa
0.7616
KB relative information score
23412.5773
Mean absolute error
0.0495
Mean prior absolute error
0.1426
Number of instances
37720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9698
Per class
Predictive accuracy
0.9706
Prior entropy
0.3928
Recall
0.9706
Per class
Relative absolute error
0.347
Root mean prior squared error
0.2668
Root mean squared error
0.147
Root relative squared error
0.5508
SciMark benchmark
1339.3974
UserCPU time millis
2820
UserCPU time millis testing
10
UserCPU time millis training
2810