DEVELOPMENT... OpenML
Run
193991

Run 193991

Task 267 (Supervised Classification) diabetes 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
0.8411
Per class
F measure
0.7653
Per class
Kappa
0.4855
KB relative information score
87.0961
Mean absolute error
0.311
Mean prior absolute error
0.4589
Number of instances
253
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7665
Per class
Predictive accuracy
0.7708
Prior entropy
0.9335
Recall
0.7708
Per class
Relative absolute error
0.6777
Root mean prior squared error
0.4813
Root mean squared error
0.3939
Root relative squared error
0.8186
SciMark benchmark
1321.527
UserCPU time millis
100
UserCPU time millis training
100