DEVELOPMENT... OpenML
Run
198381

Run 198381

Task 3057 (Supervised Classification) SPECTF 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
0.8239
Per class
F measure
0.8528
Per class
Kappa
0.642
KB relative information score
70.7534
Mean absolute error
0.1478
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8536
Per class
Predictive accuracy
0.8522
Prior entropy
0.8464
Recall
0.8522
Per class
Relative absolute error
0.3664
Root mean prior squared error
0.4525
Root mean squared error
0.3845
Root relative squared error
0.8496
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis training
50