DEVELOPMENT... OpenML
Run
199361

Run 199361

Task 4586 (Supervised Classification) ipums_la_99-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
0.7571
Per class
F measure
0.8238
Per class
Kappa
0.2094
KB relative information score
-154626.6917
Mean absolute error
0.2333
Mean prior absolute error
0.1203
Number of instances
88440
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9266
Per class
Predictive accuracy
0.7667
Prior entropy
0.3444
Recall
0.7667
Per class
Relative absolute error
1.9399
Root mean prior squared error
0.2452
Root mean squared error
0.4831
Root relative squared error
1.9704
SciMark benchmark
1325.2092
UserCPU time millis
11380
UserCPU time millis testing
50
UserCPU time millis training
11330