DEVELOPMENT... OpenML
Run
198587

Run 198587

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.5641
Per class
F measure
0.4321
Per class
Kappa
0.1178
KB relative information score
17.6337
Mean absolute error
0.476
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7182
Per class
Predictive accuracy
0.524
Prior entropy
0.9934
Recall
0.524
Per class
Relative absolute error
0.9608
Root mean prior squared error
0.4977
Root mean squared error
0.6899
Root relative squared error
1.3863
SciMark benchmark
1312.3073
UserCPU time millis
30
UserCPU time millis training
30