DEVELOPMENT... OpenML
Run
198675

Run 198675

Task 3772 (Supervised Classification) chscase_census2 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
0.5142
Per class
F measure
0.3869
Per class
Kappa
0.028
KB relative information score
5.8727
Mean absolute error
0.4925
Mean prior absolute error
0.4999
Number of instances
400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5692
Per class
Predictive accuracy
0.5075
Prior entropy
0.9998
Recall
0.5075
Per class
Relative absolute error
0.9852
Root mean prior squared error
0.4999
Root mean squared error
0.7018
Root relative squared error
1.4037
SciMark benchmark
1442.7264
UserCPU time millis
20
UserCPU time millis training
20