DEVELOPMENT... OpenML
Run
199006

Run 199006

Task 4307 (Supervised Classification) visualizing_environmental 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
0.6821
Per class
F measure
0.6785
Per class
Kappa
0.3617
KB relative information score
395.9281
Mean absolute error
0.3207
Mean prior absolute error
0.499
Number of instances
1110
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6859
Per class
Predictive accuracy
0.6793
Prior entropy
0.9986
Recall
0.6793
Per class
Relative absolute error
0.6427
Root mean prior squared error
0.4995
Root mean squared error
0.5663
Root relative squared error
1.1338
SciMark benchmark
1313.9994