DEVELOPMENT... OpenML
Run
198710

Run 198710

Task 3809 (Supervised Classification) visualizing_ethanol 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
0.508
Per class
F measure
0.4299
Per class
Kappa
0.0158
KB relative information score
-0.0642
Mean absolute error
0.5
Mean prior absolute error
0.4997
Number of instances
88
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5164
Per class
Predictive accuracy
0.5
Prior entropy
0.9996
Recall
0.5
Per class
Relative absolute error
1.0005
Root mean prior squared error
0.4999
Root mean squared error
0.7071
Root relative squared error
1.4146
SciMark benchmark
1304.9611