DEVELOPMENT... OpenML
Run
199207

Run 199207

Task 4504 (Supervised Classification) fri_c3_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
0.5745
Per class
F measure
0.5774
Per class
Kappa
0.1488
KB relative information score
724.5333
Mean absolute error
0.4228
Mean prior absolute error
0.4961
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5777
Per class
Predictive accuracy
0.5772
Prior entropy
0.9945
Recall
0.5772
Per class
Relative absolute error
0.8522
Root mean prior squared error
0.4981
Root mean squared error
0.6502
Root relative squared error
1.3055
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis training
50