DEVELOPMENT... OpenML
Run
199175

Run 199175

Task 4475 (Supervised Classification) chscase_census4 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
0.5014
Per class
F measure
0.5013
Per class
Kappa
0.0028
KB relative information score
4.8401
Mean absolute error
0.4988
Mean prior absolute error
0.4996
Number of instances
4000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5019
Per class
Predictive accuracy
0.5013
Prior entropy
0.9994
Recall
0.5013
Per class
Relative absolute error
0.9984
Root mean prior squared error
0.4998
Root mean squared error
0.7062
Root relative squared error
1.4131
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20