DEVELOPMENT... OpenML
Run
198677

Run 198677

Task 3773 (Supervised Classification) fri_c1_1000_10 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
0.5735
Per class
F measure
0.5474
Per class
Kappa
0.1613
KB relative information score
229.938
Mean absolute error
0.376
Mean prior absolute error
0.4918
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6949
Per class
Predictive accuracy
0.624
Prior entropy
0.9882
Recall
0.624
Per class
Relative absolute error
0.7645
Root mean prior squared error
0.4959
Root mean squared error
0.6132
Root relative squared error
1.2365
SciMark benchmark
1336.3256
UserCPU time millis
90
UserCPU time millis training
90