DEVELOPMENT... OpenML
Run
198851

Run 198851

Task 3892 (Supervised Classification) hiva_agnostic 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
0.5
Per class
F measure
0.9475
Per class
KB relative information score
926.1285
Mean absolute error
0.0352
Mean prior absolute error
0.0682
Number of instances
4229
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9308
Per class
Predictive accuracy
0.9648
Prior entropy
0.221
Recall
0.9648
Per class
Relative absolute error
0.5167
Root mean prior squared error
0.1844
Root mean squared error
0.1877
Root relative squared error
1.0181
SciMark benchmark
1313.9994
UserCPU time millis
21470
UserCPU time millis testing
110
UserCPU time millis training
21360