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Run
198527

Run 198527

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.8502
Per class
F measure
0.9191
Per class
Kappa
0.6402
KB relative information score
220.8186
Mean absolute error
0.0844
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9246
Per class
Predictive accuracy
0.9156
Prior entropy
0.5405
Recall
0.9156
Per class
Relative absolute error
0.3913
Root mean prior squared error
0.3275
Root mean squared error
0.2906
Root relative squared error
0.8872
SciMark benchmark
1304.9611
UserCPU time millis
20
UserCPU time millis training
20