DEVELOPMENT... OpenML
Run
194408

Run 194408

Task 3656 (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
0.681
Per class
F measure
0.6643
Per class
Kappa
0.2901
KB relative information score
5.25
Mean absolute error
0.4284
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6665
Per class
Predictive accuracy
0.6744
Prior entropy
0.971
Recall
0.6744
Per class
Relative absolute error
0.8943
Root mean prior squared error
0.4889
Root mean squared error
0.4769
Root relative squared error
0.9754
SciMark benchmark
1386.5717
UserCPU time millis
10
UserCPU time millis training
10