DEVELOPMENT... OpenML
Run
198139

Run 198139

Task 269 (Supervised Classification) sonar 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
0.6927
Per class
F measure
0.6918
Per class
Kappa
0.3824
KB relative information score
25.5877
Mean absolute error
0.3088
Mean prior absolute error
0.4971
Number of instances
68
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6951
Per class
Predictive accuracy
0.6912
Prior entropy
0.9968
Recall
0.6912
Per class
Relative absolute error
0.6213
Root mean prior squared error
0.4982
Root mean squared error
0.5557
Root relative squared error
1.1155
SciMark benchmark
916.5955
UserCPU time millis
60
UserCPU time millis training
60