DEVELOPMENT... OpenML
Run
194035

Run 194035

Task 1769 (Supervised Classification) arrhythmia Uploaded 26-02-2015 by Jason
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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
0.8501
Per class
F measure
0.6809
Per class
Kappa
0.529
KB relative information score
1097.4585
Mean absolute error
0.0471
Mean prior absolute error
0.0855
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6712
Per class
Predictive accuracy
0.7031
Prior entropy
2.5222
Recall
0.7031
Per class
Relative absolute error
0.5508
Root mean prior squared error
0.2055
Root mean squared error
0.1709
Root relative squared error
0.8314
SciMark benchmark
1363.434
UserCPU time millis
2170
UserCPU time millis testing
20
UserCPU time millis training
2150