DEVELOPMENT... OpenML
Run
199319

Run 199319

Task 4621 (Supervised Classification) kc1-binary 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
0.7242
Per class
F measure
0.7298
Per class
Kappa
0.4453
KB relative information score
629.3106
Mean absolute error
0.271
Mean prior absolute error
0.4853
Number of instances
1450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7312
Per class
Predictive accuracy
0.729
Prior entropy
0.979
Recall
0.729
Per class
Relative absolute error
0.5584
Root mean prior squared error
0.4925
Root mean squared error
0.5206
Root relative squared error
1.057
SciMark benchmark
1363.454
UserCPU time millis
40
UserCPU time millis training
40