DEVELOPMENT... OpenML
Run
199036

Run 199036

Task 4335 (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
0.8704
Per class
F measure
0.9246
Per class
Kappa
0.6677
KB relative information score
2350.4511
Mean absolute error
0.0791
Mean prior absolute error
0.2158
Number of instances
4500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9312
Per class
Predictive accuracy
0.9209
Prior entropy
0.5405
Recall
0.9209
Per class
Relative absolute error
0.3665
Root mean prior squared error
0.3275
Root mean squared error
0.2813
Root relative squared error
0.8587
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30