DEVELOPMENT... OpenML
Run
198576

Run 198576

Task 3668 (Supervised Classification) delta_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
0.9384
Per class
F measure
0.9392
Per class
Kappa
0.8779
KB relative information score
6258.2785
Mean absolute error
0.0607
Mean prior absolute error
0.4981
Number of instances
7129
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9394
Per class
Predictive accuracy
0.9393
Prior entropy
0.9973
Recall
0.9393
Per class
Relative absolute error
0.1219
Root mean prior squared error
0.4991
Root mean squared error
0.2465
Root relative squared error
0.4938
SciMark benchmark
1304.9611
UserCPU time millis
230
UserCPU time millis testing
10
UserCPU time millis training
220