DEVELOPMENT... OpenML
Run
199304

Run 199304

Task 4601 (Supervised Classification) ada_agnostic 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
0.7441
Per class
F measure
0.7854
Per class
Kappa
0.4505
KB relative information score
15244.7301
Mean absolute error
0.2222
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.799
Per class
Predictive accuracy
0.7778
Prior entropy
0.8085
Recall
0.7778
Per class
Relative absolute error
0.5954
Root mean prior squared error
0.4319
Root mean squared error
0.4714
Root relative squared error
1.0913
SciMark benchmark
1442.7264
UserCPU time millis
810
UserCPU time millis testing
10
UserCPU time millis training
800