DEVELOPMENT... OpenML
Run
199180

Run 199180

Task 4478 (Supervised Classification) fri_c1_1000_10 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
0.5868
Per class
F measure
0.5699
Per class
Kappa
0.1665
KB relative information score
1244.7062
Mean absolute error
0.4275
Mean prior absolute error
0.4918
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5995
Per class
Predictive accuracy
0.5725
Prior entropy
0.9882
Recall
0.5725
Per class
Relative absolute error
0.8692
Root mean prior squared error
0.4959
Root mean squared error
0.6538
Root relative squared error
1.3185
SciMark benchmark
1404.1865
UserCPU time millis
60
UserCPU time millis training
60