DEVELOPMENT... OpenML
Run
198267

Run 198267

Task 1932 (Supervised Classification) heart-statlog 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
0.8003
Per class
F measure
0.8054
Per class
Kappa
0.605
KB relative information score
1635.0486
Mean absolute error
0.1937
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8062
Per class
Predictive accuracy
0.8063
Prior entropy
0.9912
Recall
0.8063
Per class
Relative absolute error
0.3922
Root mean prior squared error
0.4969
Root mean squared error
0.4401
Root relative squared error
0.8857
SciMark benchmark
1318.1432
UserCPU time millis
20
UserCPU time millis training
20