DEVELOPMENT... OpenML
Run
198736

Run 198736

Task 3836 (Supervised Classification) wine 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
0.9742
Per class
F measure
0.9775
Per class
Kappa
0.9529
KB relative information score
169.3975
Mean absolute error
0.0225
Mean prior absolute error
0.4798
Number of instances
178
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9777
Per class
Predictive accuracy
0.9775
Prior entropy
0.971
Recall
0.9775
Per class
Relative absolute error
0.0468
Root mean prior squared error
0.4897
Root mean squared error
0.1499
Root relative squared error
0.3061
SciMark benchmark
1363.454
UserCPU time millis
10
UserCPU time millis training
10