DEVELOPMENT... OpenML
Run
199312

Run 199312

Task 4615 (Supervised Classification) ar3 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
0.6685
Per class
F measure
0.8325
Per class
Kappa
0.2959
KB relative information score
4.994
Mean absolute error
0.1778
Mean prior absolute error
0.2303
Number of instances
630
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8457
Per class
Predictive accuracy
0.8222
Prior entropy
0.5802
Recall
0.8222
Per class
Relative absolute error
0.772
Root mean prior squared error
0.3332
Root mean squared error
0.4216
Root relative squared error
1.2656
SciMark benchmark
1363.454
UserCPU time millis
10
UserCPU time millis training
10