DEVELOPMENT... OpenML
Run
198820

Run 198820

Task 3856 (Supervised Classification) kdd_ipums_la_97-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
0.9633
Per class
F measure
0.9647
Per class
Kappa
0.9244
KB relative information score
6470.3693
Mean absolute error
0.0353
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9648
Per class
Predictive accuracy
0.9647
Prior entropy
0.9504
Recall
0.9647
Per class
Relative absolute error
0.0758
Root mean prior squared error
0.4827
Root mean squared error
0.188
Root relative squared error
0.3894
SciMark benchmark
1318.1432
UserCPU time millis
15280
UserCPU time millis testing
90
UserCPU time millis training
15190