DEVELOPMENT... OpenML
Run
198683

Run 198683

Task 3781 (Supervised Classification) fri_c4_250_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
0.5731
Per class
F measure
0.5026
Per class
Kappa
0.1385
KB relative information score
21.9142
Mean absolute error
0.452
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.626
Per class
Predictive accuracy
0.548
Prior entropy
0.9955
Recall
0.548
Per class
Relative absolute error
0.9098
Root mean prior squared error
0.4984
Root mean squared error
0.6723
Root relative squared error
1.3489
SciMark benchmark
1442.7264
UserCPU time millis
50
UserCPU time millis training
50