DEVELOPMENT... OpenML
Run
199064

Run 199064

Task 4362 (Supervised Classification) fri_c2_500_5 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
0.6774
Per class
F measure
0.6671
Per class
Kappa
0.3374
KB relative information score
1458.7426
Mean absolute error
0.3356
Mean prior absolute error
0.4816
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6923
Per class
Predictive accuracy
0.6644
Prior entropy
0.9735
Recall
0.6644
Per class
Relative absolute error
0.6968
Root mean prior squared error
0.4907
Root mean squared error
0.5793
Root relative squared error
1.1806
SciMark benchmark
1404.1865
UserCPU time millis
20
UserCPU time millis training
20