DEVELOPMENT... OpenML
Run
198984

Run 198984

Task 4266 (Supervised Classification) profb 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
0.6815
Per class
F measure
0.7011
Per class
Kappa
0.3462
KB relative information score
1884.3309
Mean absolute error
0.3046
Mean prior absolute error
0.4446
Number of instances
6720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7124
Per class
Predictive accuracy
0.6954
Prior entropy
0.9188
Recall
0.6954
Per class
Relative absolute error
0.6851
Root mean prior squared error
0.4714
Root mean squared error
0.5519
Root relative squared error
1.1708
SciMark benchmark
889.3151
UserCPU time millis
190
UserCPU time millis training
190