DEVELOPMENT... OpenML
Run
199127

Run 199127

Task 4425 (Supervised Classification) fri_c4_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
0.5841
Per class
F measure
0.5491
Per class
Kappa
0.16
KB relative information score
567.3587
Mean absolute error
0.4364
Mean prior absolute error
0.4946
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.606
Per class
Predictive accuracy
0.5636
Prior entropy
0.9922
Recall
0.5636
Per class
Relative absolute error
0.8823
Root mean prior squared error
0.4973
Root mean squared error
0.6606
Root relative squared error
1.3284
SciMark benchmark
1312.3073
UserCPU time millis
30
UserCPU time millis training
30

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