DEVELOPMENT... OpenML
Run
193964

Run 193964

Task 235 (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
0.8713
Per class
F measure
0.7117
Per class
Kappa
0.6086
KB relative information score
84.8759
Mean absolute error
0.0416
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.707
Per class
Predictive accuracy
0.7383
Prior entropy
2.5222
Recall
0.7383
Per class
Relative absolute error
0.4736
Root mean prior squared error
0.211
Root mean squared error
0.1663
Root relative squared error
0.7883
SciMark benchmark
1363.434
UserCPU time millis
2180
UserCPU time millis testing
20
UserCPU time millis training
2160

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