DEVELOPMENT... OpenML
Run
194124

Run 194124

Task 1885 (Supervised Classification) arrhythmia 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
0.8784
Per class
F measure
0.7062
Per class
Kappa
0.5751
KB relative information score
2387.2923
Mean absolute error
0.045
Mean prior absolute error
0.0855
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6906
Per class
Predictive accuracy
0.7336
Prior entropy
2.5222
Recall
0.7336
Per class
Relative absolute error
0.526
Root mean prior squared error
0.2055
Root mean squared error
0.1587
Root relative squared error
0.7723
SciMark benchmark
944.0517
UserCPU time millis
4300
UserCPU time millis testing
20
UserCPU time millis training
4280