DEVELOPMENT... OpenML
Run
198762

Run 198762

Task 3862 (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
0.9297
Per class
F measure
0.9552
Per class
Kappa
0.8799
KB relative information score
195.7537
Mean absolute error
0.0442
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9555
Per class
Predictive accuracy
0.9558
Prior entropy
0.8182
Recall
0.9558
Per class
Relative absolute error
0.117
Root mean prior squared error
0.4343
Root mean squared error
0.2104
Root relative squared error
0.4844
SciMark benchmark
1325.2092
UserCPU time millis
60
UserCPU time millis training
60