DEVELOPMENT... OpenML
Run
199093

Run 199093

Task 4305 (Supervised Classification) ailerons 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
0.7939
Per class
F measure
0.7995
Per class
Kappa
0.589
KB relative information score
80524.5319
Mean absolute error
0.2003
Mean prior absolute error
0.4884
Number of instances
137500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7993
Per class
Predictive accuracy
0.7997
Prior entropy
0.9832
Recall
0.7997
Per class
Relative absolute error
0.4101
Root mean prior squared error
0.4942
Root mean squared error
0.4476
Root relative squared error
0.9057
SciMark benchmark
1304.9611
UserCPU time millis
1900
UserCPU time millis testing
10
UserCPU time millis training
1890