DEVELOPMENT... OpenML
Run
199168

Run 199168

Task 4456 (Supervised Classification) fri_c0_500_50 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
0.7602
Per class
F measure
0.76
Per class
Kappa
0.5201
KB relative information score
2598.0038
Mean absolute error
0.24
Mean prior absolute error
0.4997
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7604
Per class
Predictive accuracy
0.76
Prior entropy
0.9996
Recall
0.76
Per class
Relative absolute error
0.4803
Root mean prior squared error
0.4999
Root mean squared error
0.4899
Root relative squared error
0.9801
SciMark benchmark
1325.2092
UserCPU time millis
130
UserCPU time millis training
130