DEVELOPMENT... OpenML
Run
199116

Run 199116

Task 4418 (Supervised Classification) schlvote 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
0.6932
Per class
F measure
0.7804
Per class
Kappa
0.4158
KB relative information score
153.2492
Mean absolute error
0.2105
Mean prior absolute error
0.3934
Number of instances
380
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7777
Per class
Predictive accuracy
0.7895
Prior entropy
0.8485
Recall
0.7895
Per class
Relative absolute error
0.5351
Root mean prior squared error
0.4405
Root mean squared error
0.4588
Root relative squared error
1.0416
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10