DEVELOPMENT... OpenML
Run
198627

Run 198627

Task 3728 (Supervised Classification) sleuth_ex2015 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
0.6902
Per class
F measure
0.6966
Per class
Kappa
0.3857
KB relative information score
23.4815
Mean absolute error
0.3
Mean prior absolute error
0.4952
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6995
Per class
Predictive accuracy
0.7
Prior entropy
0.9932
Recall
0.7
Per class
Relative absolute error
0.6059
Root mean prior squared error
0.4975
Root mean squared error
0.5477
Root relative squared error
1.101
SciMark benchmark
889.3151