DEVELOPMENT... OpenML
Run
198274

Run 198274

Task 1935 (Supervised Classification) vote 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
0.9559
Per class
F measure
0.9564
Per class
Kappa
0.9082
KB relative information score
3938.6908
Mean absolute error
0.0437
Mean prior absolute error
0.4742
Number of instances
4350
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9566
Per class
Predictive accuracy
0.9563
Prior entropy
0.9627
Recall
0.9563
Per class
Relative absolute error
0.0921
Root mean prior squared error
0.4869
Root mean squared error
0.209
Root relative squared error
0.4293
SciMark benchmark
1313.9994
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20