DEVELOPMENT... OpenML
Run
199240

Run 199240

Task 4542 (Supervised Classification) hayes-roth 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
0.6995
Per class
F measure
0.7191
Per class
Kappa
0.4043
KB relative information score
526.2862
Mean absolute error
0.2788
Mean prior absolute error
0.4746
Number of instances
1320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7182
Per class
Predictive accuracy
0.7212
Prior entropy
0.9635
Recall
0.7212
Per class
Relative absolute error
0.5875
Root mean prior squared error
0.4869
Root mean squared error
0.528
Root relative squared error
1.0844
SciMark benchmark
1313.9994