DEVELOPMENT... OpenML
Run
198694

Run 198694

Task 3794 (Supervised Classification) disclosure_z 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
0.4993
Per class
F measure
0.3745
Per class
Kappa
-0.0014
KB relative information score
29.6027
Mean absolute error
0.4758
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4918
Per class
Predictive accuracy
0.5242
Prior entropy
0.9981
Recall
0.5242
Per class
Relative absolute error
0.9542
Root mean prior squared error
0.4993
Root mean squared error
0.6898
Root relative squared error
1.3814
SciMark benchmark
1304.9611
UserCPU time millis
20
UserCPU time millis training
20