DEVELOPMENT... OpenML
Run
199023

Run 199023

Task 4325 (Supervised Classification) fri_c0_100_5 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
0.8138
Per class
F measure
0.8172
Per class
Kappa
0.6314
KB relative information score
632.5699
Mean absolute error
0.182
Mean prior absolute error
0.4969
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8187
Per class
Predictive accuracy
0.818
Prior entropy
0.9956
Recall
0.818
Per class
Relative absolute error
0.3663
Root mean prior squared error
0.4984
Root mean squared error
0.4266
Root relative squared error
0.856
SciMark benchmark
940.3347