DEVELOPMENT... OpenML
Run
194631

Run 194631

Task 3863 (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
0.9748
Per class
F measure
0.9694
Per class
Kappa
0.7708
KB relative information score
2368.2091
Mean absolute error
0.0484
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.971
Per class
Predictive accuracy
0.9716
Prior entropy
0.3928
Recall
0.9716
Per class
Relative absolute error
0.3396
Root mean prior squared error
0.2668
Root mean squared error
0.1447
Root relative squared error
0.5423
SciMark benchmark
935.5075
UserCPU time millis
3030
UserCPU time millis testing
10
UserCPU time millis training
3020