DEVELOPMENT... OpenML
Run
193935

Run 193935

Task 5 (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
0.8714
Per class
F measure
0.708
Per class
Kappa
0.577
KB relative information score
243.4496
Mean absolute error
0.0435
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6914
Per class
Predictive accuracy
0.7345
Prior entropy
2.5222
Recall
0.7345
Per class
Relative absolute error
0.5087
Root mean prior squared error
0.2055
Root mean squared error
0.1597
Root relative squared error
0.777
SciMark benchmark
944.4621
UserCPU time millis
4280
UserCPU time millis testing
20
UserCPU time millis training
4260