DEVELOPMENT... OpenML
Run
198742

Run 198742

Task 3846 (Supervised Classification) cmc 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
0.5519
Per class
F measure
0.5145
Per class
Kappa
0.1168
KB relative information score
305.4437
Mean absolute error
0.3843
Mean prior absolute error
0.4894
Number of instances
1473
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7233
Per class
Predictive accuracy
0.6158
Prior entropy
0.9846
Recall
0.6158
Per class
Relative absolute error
0.7852
Root mean prior squared error
0.4946
Root mean squared error
0.6199
Root relative squared error
1.2532
SciMark benchmark
1313.9994
UserCPU time millis
110
UserCPU time millis training
110