DEVELOPMENT... OpenML
Run
199008

Run 199008

Task 4308 (Supervised Classification) space_ga 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
0.6878
Per class
F measure
0.6876
Per class
Kappa
0.3755
KB relative information score
11660.1875
Mean absolute error
0.3123
Mean prior absolute error
0.5
Number of instances
31070
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6881
Per class
Predictive accuracy
0.6877
Prior entropy
1
Recall
0.6877
Per class
Relative absolute error
0.6247
Root mean prior squared error
0.5
Root mean squared error
0.5589
Root relative squared error
1.1178
SciMark benchmark
940.3347
UserCPU time millis
140
UserCPU time millis training
140