DEVELOPMENT... OpenML
Run
199269

Run 199269

Task 4567 (Supervised Classification) audiology 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
0.9203
Per class
F measure
0.9489
Per class
Kappa
0.8628
KB relative information score
1916.4965
Mean absolute error
0.0504
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9491
Per class
Predictive accuracy
0.9496
Prior entropy
0.8182
Recall
0.9496
Per class
Relative absolute error
0.1333
Root mean prior squared error
0.4343
Root mean squared error
0.2246
Root relative squared error
0.5172
SciMark benchmark
1336.3256
UserCPU time millis
60
UserCPU time millis training
60