DEVELOPMENT... OpenML
Run
199052

Run 199052

Task 4349 (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
0.9622
Per class
F measure
0.9627
Per class
Kappa
0.9253
KB relative information score
2331.9256
Mean absolute error
0.0373
Mean prior absolute error
0.4999
Number of instances
2520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9642
Per class
Predictive accuracy
0.9627
Prior entropy
0.9998
Recall
0.9627
Per class
Relative absolute error
0.0746
Root mean prior squared error
0.4999
Root mean squared error
0.1931
Root relative squared error
0.3863
SciMark benchmark
1363.454
UserCPU time millis
10
UserCPU time millis training
10