DEVELOPMENT... OpenML
Run
194011

Run 194011

Task 284 (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
0.753
Per class
F measure
0.8039
Per class
Kappa
0.4838
KB relative information score
17.3029
Mean absolute error
0.2254
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8039
Per class
Predictive accuracy
0.8039
Prior entropy
0.7418
Recall
0.8039
Per class
Relative absolute error
0.6298
Root mean prior squared error
0.4381
Root mean squared error
0.4199
Root relative squared error
0.9586
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30