DEVELOPMENT... OpenML
Run
198130

Run 198130

Task 259 (Supervised Classification) credit-approval 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
0.8786
Per class
F measure
0.8766
Per class
Kappa
0.7539
KB relative information score
172.5696
Mean absolute error
0.1233
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8814
Per class
Predictive accuracy
0.8767
Prior entropy
0.9913
Recall
0.8767
Per class
Relative absolute error
0.2478
Root mean prior squared error
0.5008
Root mean squared error
0.3512
Root relative squared error
0.7012
SciMark benchmark
1313.9994
UserCPU time millis
100
UserCPU time millis training
100