DEVELOPMENT... OpenML
Run
194863

Run 194863

Task 4324 (Supervised Classification) wisconsin 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
0.6089
Per class
F measure
0.5884
Per class
Kappa
0.1714
KB relative information score
149.8562
Mean absolute error
0.4639
Mean prior absolute error
0.4974
Number of instances
1940
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5882
Per class
Predictive accuracy
0.5897
Prior entropy
0.9963
Recall
0.5897
Per class
Relative absolute error
0.9327
Root mean prior squared error
0.4987
Root mean squared error
0.4975
Root relative squared error
0.9975
SciMark benchmark
918.6005
UserCPU time millis
50
UserCPU time millis training
50