DEVELOPMENT... OpenML
Run
199047

Run 199047

Task 4345 (Supervised Classification) disclosure_x_bias 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
0.5123
Per class
F measure
0.5134
Per class
Kappa
0.0246
KB relative information score
165.4015
Mean absolute error
0.4863
Mean prior absolute error
0.4991
Number of instances
6620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5132
Per class
Predictive accuracy
0.5137
Prior entropy
0.9987
Recall
0.5137
Per class
Relative absolute error
0.9742
Root mean prior squared error
0.4996
Root mean squared error
0.6973
Root relative squared error
1.3959
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis training
20