DEVELOPMENT... OpenML
Run
199000

Run 199000

Task 4291 (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
0.7425
Per class
F measure
0.7414
Per class
Kappa
0.4852
KB relative information score
20279.6002
Mean absolute error
0.2572
Mean prior absolute error
0.5
Number of instances
41770
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7478
Per class
Predictive accuracy
0.7428
Prior entropy
1
Recall
0.7428
Per class
Relative absolute error
0.5145
Root mean prior squared error
0.5
Root mean squared error
0.5072
Root relative squared error
1.0144
SciMark benchmark
1304.9611
UserCPU time millis
190
UserCPU time millis training
190