DEVELOPMENT... OpenML
Run
199323

Run 199323

Task 4625 (Supervised Classification) mw1 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
0.6196
Per class
F measure
0.9045
Per class
Kappa
0.2783
KB relative information score
588.9325
Mean absolute error
0.0881
Mean prior absolute error
0.1438
Number of instances
4030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.899
Per class
Predictive accuracy
0.9119
Prior entropy
0.3987
Recall
0.9119
Per class
Relative absolute error
0.6127
Root mean prior squared error
0.2665
Root mean squared error
0.2968
Root relative squared error
1.1138
SciMark benchmark
942.9518
UserCPU time millis
60
UserCPU time millis training
60