DEVELOPMENT... OpenML
Run
193945

Run 193945

Task 54 (Supervised Classification) hepatitis 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
0.8397
Per class
F measure
0.8421
Per class
Kappa
0.4945
KB relative information score
55.3531
Mean absolute error
0.194
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.841
Per class
Predictive accuracy
0.8516
Prior entropy
0.7418
Recall
0.8516
Per class
Relative absolute error
0.5882
Root mean prior squared error
0.4048
Root mean squared error
0.3433
Root relative squared error
0.848
SciMark benchmark
1280.6952
UserCPU time millis
30
UserCPU time millis training
30