DEVELOPMENT... OpenML
Run
23638

Run 23638

Task 27 (Supervised Classification) colic Uploaded 26-06-2014 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
0.7581
Per class
F measure
0.7436
Per class
Kappa
0.4797
KB relative information score
155.7217
Mean absolute error
0.2609
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7753
Per class
Predictive accuracy
0.7391
Prior entropy
0.9509
Recall
0.7391
Per class
Relative absolute error
0.5596
Root mean prior squared error
0.4827
Root mean squared error
0.5108
Root relative squared error
1.0581
SciMark benchmark
918.9176[547.9863625261552980.888295567979470.9393531548208883.83012134831091710.9440737619698]