DEVELOPMENT... OpenML
Run
199241

Run 199241

Task 4541 (Supervised Classification) wine Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9679
Per class
F measure
0.9696
Per class
Kappa
0.9367
KB relative information score
1664.2885
Mean absolute error
0.0303
Mean prior absolute error
0.4798
Number of instances
1780
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9696
Per class
Predictive accuracy
0.9697
Prior entropy
0.971
Recall
0.9697
Per class
Relative absolute error
0.0632
Root mean prior squared error
0.4897
Root mean squared error
0.1742
Root relative squared error
0.3557
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10