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Run
198517

Run 198517

Task 3615 (Supervised Classification) fri_c3_500_5 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
0.6367
Per class
F measure
0.5916
Per class
Kappa
0.2651
KB relative information score
120.5252
Mean absolute error
0.378
Mean prior absolute error
0.4987
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7031
Per class
Predictive accuracy
0.622
Prior entropy
0.9981
Recall
0.622
Per class
Relative absolute error
0.758
Root mean prior squared error
0.4993
Root mean squared error
0.6148
Root relative squared error
1.2313
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20