DEVELOPMENT... OpenML
Run
199129

Run 199129

Task 4429 (Supervised Classification) vinnie 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
0.8398
Per class
F measure
0.84
Per class
Kappa
0.6797
KB relative information score
2582.7771
Mean absolute error
0.16
Mean prior absolute error
0.4997
Number of instances
3800
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.84
Per class
Predictive accuracy
0.84
Prior entropy
0.9995
Recall
0.84
Per class
Relative absolute error
0.3202
Root mean prior squared error
0.4998
Root mean squared error
0.4
Root relative squared error
0.8003
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10