DEVELOPMENT... OpenML
Run
198819

Run 198819

Task 3920 (Supervised Classification) mw1 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
0.6909
Per class
F measure
0.9181
Per class
Kappa
0.4057
KB relative information score
92.0816
Mean absolute error
0.0794
Mean prior absolute error
0.1438
Number of instances
403
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9159
Per class
Predictive accuracy
0.9206
Prior entropy
0.3987
Recall
0.9206
Per class
Relative absolute error
0.5523
Root mean prior squared error
0.2665
Root mean squared error
0.2818
Root relative squared error
1.0575
SciMark benchmark
1325.2092
UserCPU time millis
70
UserCPU time millis training
70