DEVELOPMENT... OpenML
Run
199290

Run 199290

Task 4585 (Supervised Classification) arrhythmia 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
0.6126
Per class
F measure
0.6115
Per class
Kappa
0.2232
KB relative information score
965.9747
Mean absolute error
0.3892
Mean prior absolute error
0.4965
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6156
Per class
Predictive accuracy
0.6108
Prior entropy
0.9949
Recall
0.6108
Per class
Relative absolute error
0.7838
Root mean prior squared error
0.4982
Root mean squared error
0.6238
Root relative squared error
1.2521
SciMark benchmark
930.5999
UserCPU time millis
430
UserCPU time millis training
430