DEVELOPMENT... OpenML
Run
198549

Run 198549

Task 3644 (Supervised Classification) bodyfat 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
0.9677
Per class
F measure
0.9682
Per class
Kappa
0.9364
KB relative information score
235.9936
Mean absolute error
0.0317
Mean prior absolute error
0.4999
Number of instances
252
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9701
Per class
Predictive accuracy
0.9683
Prior entropy
0.9998
Recall
0.9683
Per class
Relative absolute error
0.0635
Root mean prior squared error
0.4999
Root mean squared error
0.1782
Root relative squared error
0.3564
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10