DEVELOPMENT... OpenML
Run
198678

Run 198678

Task 3778 (Supervised Classification) plasma_retinol 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
0.5185
Per class
F measure
0.3957
Per class
Kappa
0.0326
KB relative information score
-35.0227
Mean absolute error
0.5365
Mean prior absolute error
0.488
Number of instances
315
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5515
Per class
Predictive accuracy
0.4635
Prior entropy
0.9827
Recall
0.4635
Per class
Relative absolute error
1.0995
Root mean prior squared error
0.4939
Root mean squared error
0.7325
Root relative squared error
1.483
SciMark benchmark
1313.9994
UserCPU time millis
20
UserCPU time millis training
20