DEVELOPMENT... OpenML
Run
199176

Run 199176

Task 4476 (Supervised Classification) chscase_census3 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
0.5
Per class
F measure
0.5002
Per class
KB relative information score
-9.2027
Mean absolute error
0.5
Mean prior absolute error
0.4992
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5008
Per class
Predictive accuracy
0.5
Prior entropy
0.9989
Recall
0.5
Per class
Relative absolute error
1.0016
Root mean prior squared error
0.4996
Root mean squared error
0.7071
Root relative squared error
1.4153
SciMark benchmark
854.5188
UserCPU time millis
40
UserCPU time millis training
40