DEVELOPMENT... OpenML
Run
199282

Run 199282

Task 4583 (Supervised Classification) confidence 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
0.7192
Per class
F measure
0.8759
Per class
Kappa
0.5198
KB relative information score
361.6646
Mean absolute error
0.1125
Mean prior absolute error
0.2838
Number of instances
720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8788
Per class
Predictive accuracy
0.8875
Prior entropy
0.6705
Recall
0.8875
Per class
Relative absolute error
0.3964
Root mean prior squared error
0.3728
Root mean squared error
0.3354
Root relative squared error
0.8997
SciMark benchmark
1325.2092