DEVELOPMENT... OpenML
Run
198690

Run 198690

Task 3789 (Supervised Classification) fri_c0_500_25 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
0.7323
Per class
F measure
0.7155
Per class
Kappa
0.4605
KB relative information score
227.8431
Mean absolute error
0.272
Mean prior absolute error
0.4998
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7845
Per class
Predictive accuracy
0.728
Prior entropy
0.9997
Recall
0.728
Per class
Relative absolute error
0.5442
Root mean prior squared error
0.4999
Root mean squared error
0.5215
Root relative squared error
1.0433
SciMark benchmark
1442.7264
UserCPU time millis
50
UserCPU time millis training
50