DEVELOPMENT... OpenML
Run
198524

Run 198524

Task 3600 (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
0.8265
Per class
F measure
0.8052
Per class
Kappa
0.6213
KB relative information score
8220.6284
Mean absolute error
0.1944
Mean prior absolute error
0.4884
Number of instances
13750
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8493
Per class
Predictive accuracy
0.8056
Prior entropy
0.9832
Recall
0.8056
Per class
Relative absolute error
0.398
Root mean prior squared error
0.4942
Root mean squared error
0.4409
Root relative squared error
0.8922
SciMark benchmark
1318.1432
UserCPU time millis
2970
UserCPU time millis testing
20
UserCPU time millis training
2950