DEVELOPMENT... OpenML
Run
199352

Run 199352

Task 4570 (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
0.7505
Per class
F measure
0.7438
Per class
Kappa
0.2299
KB relative information score
-91001.4087
Mean absolute error
0.3171
Mean prior absolute error
0.1891
Number of instances
74850
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8931
Per class
Predictive accuracy
0.6829
Prior entropy
0.4871
Recall
0.6829
Per class
Relative absolute error
1.677
Root mean prior squared error
0.3074
Root mean squared error
0.5631
Root relative squared error
1.8318
SciMark benchmark
1404.1865
UserCPU time millis
6250
UserCPU time millis testing
40
UserCPU time millis training
6210