DEVELOPMENT... OpenML
Run
198603

Run 198603

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.7153
Per class
F measure
0.7027
Per class
Kappa
0.4079
KB relative information score
21.8619
Mean absolute error
0.3
Mean prior absolute error
0.4806
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
0.7304
Per class
Predictive accuracy
0.7
Prior entropy
0.9728
Recall
0.7
Per class
Relative absolute error
0.6242
Root mean prior squared error
0.4899
Root mean squared error
0.5477
Root relative squared error
1.118
SciMark benchmark
940.3347