DEVELOPMENT... OpenML
Run
198561

Run 198561

Task 3653 (Supervised Classification) triazines 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
0.6921
Per class
F measure
0.7089
Per class
Kappa
0.3954
KB relative information score
75.3436
Mean absolute error
0.2849
Mean prior absolute error
0.4854
Number of instances
186
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7125
Per class
Predictive accuracy
0.7151
Prior entropy
0.979
Recall
0.7151
Per class
Relative absolute error
0.5871
Root mean prior squared error
0.4925
Root mean squared error
0.5338
Root relative squared error
1.0838
SciMark benchmark
1313.9994
UserCPU time millis
40
UserCPU time millis training
40