DEVELOPMENT... OpenML
Run
199171

Run 199171

Task 4468 (Supervised Classification) chscase_census6 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
0.4946
Per class
F measure
0.4979
Per class
Kappa
-0.0119
KB relative information score
255.2337
Mean absolute error
0.4478
Mean prior absolute error
0.4848
Number of instances
4000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5071
Per class
Predictive accuracy
0.5523
Prior entropy
0.978
Recall
0.5523
Per class
Relative absolute error
0.9236
Root mean prior squared error
0.4923
Root mean squared error
0.6691
Root relative squared error
1.3593
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20