DEVELOPMENT... OpenML
Run
198488

Run 198488

Task 3586 (Supervised Classification) abalone 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
0.736
Per class
F measure
0.728
Per class
Kappa
0.4726
KB relative information score
1976.9591
Mean absolute error
0.2633
Mean prior absolute error
0.5
Number of instances
4177
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7701
Per class
Predictive accuracy
0.7367
Prior entropy
1
Recall
0.7367
Per class
Relative absolute error
0.5267
Root mean prior squared error
0.5
Root mean squared error
0.5132
Root relative squared error
1.0264
SciMark benchmark
1312.3073
UserCPU time millis
240
UserCPU time millis training
240