DEVELOPMENT... OpenML
Run
199195

Run 199195

Task 4488 (Supervised Classification) fri_c2_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
0.6013
Per class
F measure
0.5627
Per class
Kappa
0.1855
KB relative information score
490.5564
Mean absolute error
0.4302
Mean prior absolute error
0.4839
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.631
Per class
Predictive accuracy
0.5698
Prior entropy
0.9767
Recall
0.5698
Per class
Relative absolute error
0.8891
Root mean prior squared error
0.4918
Root mean squared error
0.6559
Root relative squared error
1.3336
SciMark benchmark
930.5999
UserCPU time millis
110
UserCPU time millis training
110