DEVELOPMENT... OpenML
Run
23841

Run 23841

Task 29 (Supervised Classification) credit-approval Uploaded 28-06-2014 by Felicia West
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Flow

weka.SPegasos(1)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(1)_E500
weka.SPegasos(1)_F0
weka.SPegasos(1)_L1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8607
Per class
F measure
0.8524
Per class
Kappa
0.7068
KB relative information score
482.3691
Mean absolute error
0.1478
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8674
Per class
Predictive accuracy
0.8522
Prior entropy
0.9913
Recall
0.8522
Per class
Relative absolute error
0.2993
Root mean prior squared error
0.497
Root mean squared error
0.3845
Root relative squared error
0.7737
SciMark benchmark
934.443[569.82708719582051001.5358540365828478.0684770170223895.60640895196171727.17692455962]