DEVELOPMENT... OpenML
Run
194044

Run 194044

Task 1801 (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
0.8206
Per class
F measure
0.7546
Per class
Kappa
0.4492
KB relative information score
1166.1293
Mean absolute error
0.3235
Mean prior absolute error
0.4545
Number of instances
3840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7573
Per class
Predictive accuracy
0.7633
Prior entropy
0.9335
Recall
0.7633
Per class
Relative absolute error
0.7118
Root mean prior squared error
0.4766
Root mean squared error
0.4025
Root relative squared error
0.8444
SciMark benchmark
1318.1432
UserCPU time millis
110
UserCPU time millis training
110