DEVELOPMENT... OpenML
Run
199266

Run 199266

Task 4565 (Supervised Classification) balance-scale Uploaded 27-02-2015 by Jason
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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
0.9494
Per class
F measure
0.9519
Per class
Kappa
0.903
KB relative information score
5644.5017
Mean absolute error
0.048
Mean prior absolute error
0.4969
Number of instances
6250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9533
Per class
Predictive accuracy
0.952
Prior entropy
0.9956
Recall
0.952
Per class
Relative absolute error
0.0966
Root mean prior squared error
0.4985
Root mean squared error
0.2191
Root relative squared error
0.4395
SciMark benchmark
1384.4418
UserCPU time millis
20
UserCPU time millis training
20