DEVELOPMENT... OpenML
Run
198806

Run 198806

Task 3912 (Supervised Classification) ar5 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
0.8214
Per class
F measure
0.8639
Per class
Kappa
0.6154
KB relative information score
19.2501
Mean absolute error
0.1389
Mean prior absolute error
0.3538
Number of instances
36
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8683
Per class
Predictive accuracy
0.8611
Prior entropy
0.7897
Recall
0.8611
Per class
Relative absolute error
0.3926
Root mean prior squared error
0.416
Root mean squared error
0.3727
Root relative squared error
0.8959
SciMark benchmark
937.6212
UserCPU time millis
10
UserCPU time millis training
10