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Run
17778

Run 17778

Task 4 (Supervised Classification) labor Uploaded 09-06-2014 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
0.9345
Per class
F measure
0.9305
Per class
Kappa
0.8494
KB relative information score
47.6876
Mean absolute error
0.0702
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9336
Per class
Predictive accuracy
0.9298
Prior entropy
0.9393
Recall
0.9298
Per class
Relative absolute error
0.1535
Root mean prior squared error
0.4773
Root mean squared error
0.2649
Root relative squared error
0.555
SciMark benchmark
944.9286[562.83979305934711012.0562417272014483.0147548568529911.80521739130441754.9271701211055]