DEVELOPMENT... OpenML
Run
199248

Run 199248

Task 4469 (Supervised Classification) fried 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
0.7992
Per class
F measure
0.799
Per class
Kappa
0.5984
KB relative information score
243940.9488
Mean absolute error
0.2008
Mean prior absolute error
0.5
Number of instances
407680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8001
Per class
Predictive accuracy
0.7992
Prior entropy
1
Recall
0.7992
Per class
Relative absolute error
0.4016
Root mean prior squared error
0.5
Root mean squared error
0.4481
Root relative squared error
0.8963
SciMark benchmark
1304.9611
UserCPU time millis
2070
UserCPU time millis testing
30
UserCPU time millis training
2040