DEVELOPMENT... OpenML
Run
199086

Run 199086

Task 4373 (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
0.9376
Per class
F measure
0.9386
Per class
Kappa
0.8766
KB relative information score
62492.2955
Mean absolute error
0.0614
Mean prior absolute error
0.4981
Number of instances
71290
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9388
Per class
Predictive accuracy
0.9386
Prior entropy
0.9973
Recall
0.9386
Per class
Relative absolute error
0.1232
Root mean prior squared error
0.4991
Root mean squared error
0.2477
Root relative squared error
0.4964
SciMark benchmark
1318.1432
UserCPU time millis
300
UserCPU time millis training
300