DEVELOPMENT... OpenML
Run
199242

Run 199242

Task 4543 (Supervised Classification) autos 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
0.8262
Per class
F measure
0.8342
Per class
Kappa
0.6304
KB relative information score
1222.4943
Mean absolute error
0.1683
Mean prior absolute error
0.4406
Number of instances
2050
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8401
Per class
Predictive accuracy
0.8317
Prior entropy
0.9134
Recall
0.8317
Per class
Relative absolute error
0.382
Root mean prior squared error
0.4691
Root mean squared error
0.4102
Root relative squared error
0.8746
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis training
50