DEVELOPMENT... OpenML
Run
199547

Run 199547

Task 7287 (Supervised Classification) adult 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
0.81
Per class
Average cost
0.1278
F measure
0.7631
Per class
Kappa
0.469
KB relative information score
10194.4206
Mean absolute error
0.2556
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8543
Per class
Predictive accuracy
0.7444
Prior entropy
0.7939
Recall
0.7444
Per class
Relative absolute error
0.702
Root mean prior squared error
0.4266
Root mean squared error
0.5055
Root relative squared error
1.1849
SciMark benchmark
1304.9611
Total cost
6241.5
UserCPU time millis
22400
UserCPU time millis testing
150
UserCPU time millis training
22250