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Run
198531

Run 198531

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9312
Per class
F measure
0.9513
Per class
Kappa
0.7992
KB relative information score
342.6459
Mean absolute error
0.0505
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9551
Per class
Predictive accuracy
0.9495
Prior entropy
0.5744
Recall
0.9495
Per class
Relative absolute error
0.2157
Root mean prior squared error
0.3414
Root mean squared error
0.2248
Root relative squared error
0.6583
SciMark benchmark
1325.2092
UserCPU time millis
20
UserCPU time millis training
20