DEVELOPMENT... OpenML
Run
198149

Run 198149

Task 282 (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
0.7968
Per class
F measure
0.7975
Per class
Kappa
0.5944
KB relative information score
53.4587
Mean absolute error
0.2022
Mean prior absolute error
0.4981
Number of instances
89
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7981
Per class
Predictive accuracy
0.7978
Prior entropy
0.9912
Recall
0.7978
Per class
Relative absolute error
0.406
Root mean prior squared error
0.5012
Root mean squared error
0.4497
Root relative squared error
0.8973
SciMark benchmark
916.5955
UserCPU time millis
20
UserCPU time millis training
20