DEVELOPMENT... OpenML
Run
199163

Run 199163

Task 4459 (Supervised Classification) sleuth_case1202 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
0.8054
Per class
F measure
0.8002
Per class
Kappa
0.5891
KB relative information score
524.569
Mean absolute error
0.2022
Mean prior absolute error
0.475
Number of instances
930
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8121
Per class
Predictive accuracy
0.7978
Prior entropy
0.9645
Recall
0.7978
Per class
Relative absolute error
0.4255
Root mean prior squared error
0.4871
Root mean squared error
0.4496
Root relative squared error
0.9231
SciMark benchmark
1404.1865