DEVELOPMENT... OpenML
Run
198534

Run 198534

Task 3632 (Supervised Classification) fri_c1_500_50 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
0.5191
Per class
F measure
0.4294
Per class
Kappa
0.0398
KB relative information score
38.4729
Mean absolute error
0.46
Mean prior absolute error
0.4989
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5774
Per class
Predictive accuracy
0.54
Prior entropy
0.9984
Recall
0.54
Per class
Relative absolute error
0.9221
Root mean prior squared error
0.4994
Root mean squared error
0.6782
Root relative squared error
1.358
SciMark benchmark
1304.9611
UserCPU time millis
80
UserCPU time millis training
80