DEVELOPMENT... OpenML
Run
199158

Run 199158

Task 4452 (Supervised Classification) fri_c0_500_5 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
0.8174
Per class
F measure
0.8174
Per class
Kappa
0.6348
KB relative information score
3173.9577
Mean absolute error
0.1826
Mean prior absolute error
0.5
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8174
Per class
Predictive accuracy
0.8174
Prior entropy
1
Recall
0.8174
Per class
Relative absolute error
0.3652
Root mean prior squared error
0.5
Root mean squared error
0.4273
Root relative squared error
0.8546
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20