DEVELOPMENT... OpenML
Run
19586

Run 19586

Task 27 (Supervised Classification) colic Uploaded 16-06-2014 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.

19 Evaluation measures

Area under ROC curve
0.8457
Per class
F measure
0.7543
Per class
Kappa
0.4971
KB relative information score
155.7814
Mean absolute error
0.2678
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
0.7799
Per class
Predictive accuracy
0.75
Prior entropy
0.9509
Recall
0.75
Per class
Relative absolute error
0.5744
Root mean prior squared error
0.4827
Root mean squared error
0.423
Root relative squared error
0.8763
SciMark benchmark
945.3256[565.02776169467961013.6533323510344482.7975877024999910.22226140528711754.9271701211055]