DEVELOPMENT... OpenML
Run
198772

Run 198772

Task 3873 (Supervised Classification) dermatology 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
0.9464
Per class
F measure
0.9667
Per class
Kappa
0.9204
KB relative information score
335.3802
Mean absolute error
0.0328
Mean prior absolute error
0.4251
Number of instances
366
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9687
Per class
Predictive accuracy
0.9672
Prior entropy
0.8898
Recall
0.9672
Per class
Relative absolute error
0.0771
Root mean prior squared error
0.4608
Root mean squared error
0.1811
Root relative squared error
0.3929
SciMark benchmark
1313.9994
UserCPU time millis
140
UserCPU time millis testing
10
UserCPU time millis training
130