DEVELOPMENT... OpenML
Run
193929

Run 193929

Task 37 (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
0.8261
Per class
F measure
0.7572
Per class
Kappa
0.4545
KB relative information score
241.6435
Mean absolute error
0.319
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7617
Per class
Predictive accuracy
0.7669
Prior entropy
0.9335
Recall
0.7669
Per class
Relative absolute error
0.7019
Root mean prior squared error
0.4766
Root mean squared error
0.3987
Root relative squared error
0.8365
SciMark benchmark
930.5999
UserCPU time millis
100
UserCPU time millis training
100