DEVELOPMENT... OpenML
Run
15825

Run 15825

Task 54 (Supervised Classification) hepatitis Uploaded 04-06-2014 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)_F1
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.

17 Evaluation measures

Area under ROC curve
0.8374
Per class
F measure
0.8378
Per class
Kappa
0.502
KB relative information score
54.4051
Mean absolute error
0.1909
Mean prior absolute error
0.3299
Number of instances
155
Per class
Precision
0.8369
Per class
Predictive accuracy
0.8387
Prior entropy
0.7418
Recall
0.8387
Per class
Relative absolute error
0.5787
Root mean prior squared error
0.4048
Root mean squared error
0.363
Root relative squared error
0.8969