DEVELOPMENT... OpenML
Run
198794

Run 198794

Task 3865 (Supervised Classification) ipums_la_98-small 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
0.5038
Per class
F measure
0.8461
Per class
Kappa
0.0132
KB relative information score
1940.9564
Mean absolute error
0.1059
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8467
Per class
Predictive accuracy
0.8941
Prior entropy
0.4871
Recall
0.8941
Per class
Relative absolute error
0.5603
Root mean prior squared error
0.3074
Root mean squared error
0.3255
Root relative squared error
1.0588
SciMark benchmark
937.6212
UserCPU time millis
9040
UserCPU time millis testing
50
UserCPU time millis training
8990