DEVELOPMENT... OpenML
Run
199262

Run 199262

Task 4558 (Supervised Classification) eucalyptus 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
0.7128
Per class
F measure
0.7208
Per class
Kappa
0.3762
KB relative information score
1752.7216
Mean absolute error
0.291
Mean prior absolute error
0.4127
Number of instances
7360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7557
Per class
Predictive accuracy
0.709
Prior entropy
0.8704
Recall
0.709
Per class
Relative absolute error
0.7052
Root mean prior squared error
0.4541
Root mean squared error
0.5395
Root relative squared error
1.188
SciMark benchmark
1313.9994
UserCPU time millis
230
UserCPU time millis training
230