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Run
194901

Run 194901

Task 4361 (Supervised Classification) diabetes_numeric 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
0.6503
Per class
F measure
0.6064
Per class
Kappa
0.1679
KB relative information score
43.2761
Mean absolute error
0.4345
Mean prior absolute error
0.4791
Number of instances
430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6084
Per class
Predictive accuracy
0.6233
Prior entropy
0.971
Recall
0.6233
Per class
Relative absolute error
0.9071
Root mean prior squared error
0.4889
Root mean squared error
0.483
Root relative squared error
0.9878
SciMark benchmark
932.5646