DEVELOPMENT... OpenML
Run
198700

Run 198700

Task 3799 (Supervised Classification) fri_c3_500_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
0.5572
Per class
F measure
0.5117
Per class
Kappa
0.1222
KB relative information score
87.4187
Mean absolute error
0.408
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6505
Per class
Predictive accuracy
0.592
Prior entropy
0.9945
Recall
0.592
Per class
Relative absolute error
0.8223
Root mean prior squared error
0.4981
Root mean squared error
0.6387
Root relative squared error
1.2825
SciMark benchmark
1336.3256
UserCPU time millis
50
UserCPU time millis training
50