DEVELOPMENT... OpenML
Run
198770

Run 198770

Task 3872 (Supervised Classification) white-clover 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
0.7479
Per class
F measure
0.761
Per class
Kappa
0.4992
KB relative information score
31.0721
Mean absolute error
0.2381
Mean prior absolute error
0.4794
Number of instances
63
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7605
Per class
Predictive accuracy
0.7619
Prior entropy
0.971
Recall
0.7619
Per class
Relative absolute error
0.4967
Root mean prior squared error
0.4893
Root mean squared error
0.488
Root relative squared error
0.9973
SciMark benchmark
1312.3073