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Run
198823

Run 198823

Task 3923 (Supervised Classification) datatrieve Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)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(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.516
Per class
F measure
0.8597
Per class
Kappa
0.0366
KB relative information score
-15.3158
Mean absolute error
0.1308
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8509
Per class
Predictive accuracy
0.8692
Prior entropy
0.4395
Recall
0.8692
Per class
Relative absolute error
0.8166
Root mean prior squared error
0.2784
Root mean squared error
0.3616
Root relative squared error
1.299
SciMark benchmark
1312.3073