DEVELOPMENT... OpenML
Run
198586

Run 198586

Task 3681 (Supervised Classification) puma8NH 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
0.7364
Per class
F measure
0.7242
Per class
Kappa
0.4719
KB relative information score
3857.8793
Mean absolute error
0.2645
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7831
Per class
Predictive accuracy
0.7355
Prior entropy
1
Recall
0.7355
Per class
Relative absolute error
0.5291
Root mean prior squared error
0.5
Root mean squared error
0.5143
Root relative squared error
1.0287
SciMark benchmark
1304.9611
UserCPU time millis
360
UserCPU time millis training
360