DEVELOPMENT... OpenML
Run
198542

Run 198542

Task 3639 (Supervised Classification) fri_c0_250_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
0.7889
Per class
F measure
0.7853
Per class
Kappa
0.5768
KB relative information score
143.9902
Mean absolute error
0.212
Mean prior absolute error
0.5
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8047
Per class
Predictive accuracy
0.788
Prior entropy
1
Recall
0.788
Per class
Relative absolute error
0.424
Root mean prior squared error
0.5
Root mean squared error
0.4604
Root relative squared error
0.9209
SciMark benchmark
1304.9611
UserCPU time millis
20
UserCPU time millis training
20