DEVELOPMENT... OpenML
Run
198755

Run 198755

Task 3852 (Supervised Classification) anneal 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
0.6469
Per class
F measure
0.7903
Per class
Kappa
0.3774
KB relative information score
406.9942
Mean absolute error
0.1759
Mean prior absolute error
0.3633
Number of instances
898
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8315
Per class
Predictive accuracy
0.8241
Prior entropy
0.7932
Recall
0.8241
Per class
Relative absolute error
0.4843
Root mean prior squared error
0.426
Root mean squared error
0.4195
Root relative squared error
0.9845
SciMark benchmark
1325.2092
UserCPU time millis
370
UserCPU time millis training
370