DEVELOPMENT... OpenML
Run
198758

Run 198758

Task 3858 (Supervised Classification) mfeat-zernike 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
0.9644
Per class
F measure
0.988
Per class
Kappa
0.933
KB relative information score
1817.5908
Mean absolute error
0.012
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.988
Per class
Predictive accuracy
0.988
Prior entropy
0.4703
Recall
0.988
Per class
Relative absolute error
0.0665
Root mean prior squared error
0.3
Root mean squared error
0.1095
Root relative squared error
0.3651
SciMark benchmark
940.3347
UserCPU time millis
380
UserCPU time millis training
380