DEVELOPMENT... OpenML
Run
199141

Run 199141

Task 4438 (Supervised Classification) fri_c2_500_10 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
0.6118
Per class
F measure
0.5952
Per class
Kappa
0.2134
KB relative information score
840.9589
Mean absolute error
0.4036
Mean prior absolute error
0.4897
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6265
Per class
Predictive accuracy
0.5964
Prior entropy
0.9851
Recall
0.5964
Per class
Relative absolute error
0.8242
Root mean prior squared error
0.4948
Root mean squared error
0.6353
Root relative squared error
1.284
SciMark benchmark
1404.1865
UserCPU time millis
30
UserCPU time millis training
30

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