DEVELOPMENT... OpenML
Run
198960

Run 198960

Task 4248 (Supervised Classification) irish 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
0.9892
Per class
F measure
0.988
Per class
Kappa
0.9758
KB relative information score
4877.4531
Mean absolute error
0.012
Mean prior absolute error
0.4938
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9883
Per class
Predictive accuracy
0.988
Prior entropy
0.991
Recall
0.988
Per class
Relative absolute error
0.0243
Root mean prior squared error
0.4969
Root mean squared error
0.1095
Root relative squared error
0.2205
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30