DEVELOPMENT... OpenML
Run
198780

Run 198780

Task 3880 (Supervised Classification) arrhythmia Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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
0.5478
Per class
F measure
0.4648
Per class
Kappa
0.0899
KB relative information score
13.5605
Mean absolute error
0.4801
Mean prior absolute error
0.4965
Number of instances
452
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5912
Per class
Predictive accuracy
0.5199
Prior entropy
0.9949
Recall
0.5199
Per class
Relative absolute error
0.967
Root mean prior squared error
0.4982
Root mean squared error
0.6929
Root relative squared error
1.3907
SciMark benchmark
1313.9994
UserCPU time millis
400
UserCPU time millis testing
10
UserCPU time millis training
390