DEVELOPMENT... OpenML
Run
198793

Run 198793

Task 3899 (Supervised Classification) mozilla4 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
0.7922
Per class
F measure
0.8337
Per class
Kappa
0.6154
KB relative information score
9565.7976
Mean absolute error
0.1611
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.837
Per class
Predictive accuracy
0.8389
Prior entropy
0.9135
Recall
0.8389
Per class
Relative absolute error
0.3652
Root mean prior squared error
0.4697
Root mean squared error
0.4014
Root relative squared error
0.8546
SciMark benchmark
1363.454
UserCPU time millis
580
UserCPU time millis testing
10
UserCPU time millis training
570