DEVELOPMENT... OpenML
Run
198451

Run 198451

Task 3550 (Supervised Classification) analcatdata_asbestos 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
0.6945
Per class
F measure
0.6987
Per class
Kappa
0.4095
KB relative information score
36.2144
Mean absolute error
0.2771
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7714
Per class
Predictive accuracy
0.7229
Prior entropy
0.9919
Recall
0.7229
Per class
Relative absolute error
0.5607
Root mean prior squared error
0.4971
Root mean squared error
0.5264
Root relative squared error
1.0591
SciMark benchmark
1363.454