DEVELOPMENT... OpenML
Run
194102

Run 194102

Task 1917 (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
0.8295
Per class
F measure
0.7612
Per class
Kappa
0.4637
KB relative information score
2444.5158
Mean absolute error
0.3174
Mean prior absolute error
0.4545
Number of instances
7680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7649
Per class
Predictive accuracy
0.7701
Prior entropy
0.9335
Recall
0.7701
Per class
Relative absolute error
0.6983
Root mean prior squared error
0.4766
Root mean squared error
0.3968
Root relative squared error
0.8325
SciMark benchmark
1280.6952
UserCPU time millis
100
UserCPU time millis training
100