DEVELOPMENT... OpenML
Run
199283

Run 199283

Task 4568 (Supervised Classification) hypothyroid 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
0.6455
Per class
F measure
0.9301
Per class
Kappa
0.4254
KB relative information score
17179.2769
Mean absolute error
0.056
Mean prior absolute error
0.1426
Number of instances
37720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9439
Per class
Predictive accuracy
0.944
Prior entropy
0.3928
Recall
0.944
Per class
Relative absolute error
0.3925
Root mean prior squared error
0.2668
Root mean squared error
0.2366
Root relative squared error
0.8866
SciMark benchmark
1442.7264
UserCPU time millis
490
UserCPU time millis testing
10
UserCPU time millis training
480