DEVELOPMENT... OpenML
Run
198988

Run 198988

Task 4287 (Supervised Classification) fri_c3_100_50 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
0.5244
Per class
F measure
0.5497
Per class
Kappa
0.0485
KB relative information score
17.6295
Mean absolute error
0.452
Mean prior absolute error
0.4718
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5517
Per class
Predictive accuracy
0.548
Prior entropy
0.9597
Recall
0.548
Per class
Relative absolute error
0.9581
Root mean prior squared error
0.4854
Root mean squared error
0.6723
Root relative squared error
1.3851
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10