DEVELOPMENT... OpenML
Run
198661

Run 198661

Task 3756 (Supervised Classification) visualizing_hamster 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
0.4932
Per class
F measure
0.4698
Per class
Kappa
-0.0131
KB relative information score
-3.9894
Mean absolute error
0.5205
Mean prior absolute error
0.4955
Number of instances
73
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.497
Per class
Predictive accuracy
0.4795
Prior entropy
0.9937
Recall
0.4795
Per class
Relative absolute error
1.0505
Root mean prior squared error
0.4977
Root mean squared error
0.7215
Root relative squared error
1.4497
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10