DEVELOPMENT... OpenML
Run
199094

Run 199094

Task 4396 (Supervised Classification) sensory 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
0.5479
Per class
F measure
0.5434
Per class
Kappa
0.092
KB relative information score
240.8103
Mean absolute error
0.4594
Mean prior absolute error
0.4856
Number of instances
5760
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5618
Per class
Predictive accuracy
0.5406
Prior entropy
0.9792
Recall
0.5406
Per class
Relative absolute error
0.946
Root mean prior squared error
0.4927
Root mean squared error
0.6778
Root relative squared error
1.3756
SciMark benchmark
1318.1432
UserCPU time millis
130
UserCPU time millis training
130