DEVELOPMENT... OpenML
Run
198682

Run 198682

Task 3780 (Supervised Classification) fri_c1_1000_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
0.5031
Per class
F measure
0.3988
Per class
Kappa
0.0068
KB relative information score
84.8822
Mean absolute error
0.452
Mean prior absolute error
0.4958
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5638
Per class
Predictive accuracy
0.548
Prior entropy
0.9939
Recall
0.548
Per class
Relative absolute error
0.9117
Root mean prior squared error
0.4979
Root mean squared error
0.6723
Root relative squared error
1.3503
SciMark benchmark
1363.454
UserCPU time millis
110
UserCPU time millis training
110