DEVELOPMENT... OpenML
Run
199280

Run 199280

Task 4578 (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
0.9675
Per class
F measure
0.9793
Per class
Kappa
0.9509
KB relative information score
3466.7167
Mean absolute error
0.0205
Mean prior absolute error
0.4251
Number of instances
3660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9799
Per class
Predictive accuracy
0.9795
Prior entropy
0.8898
Recall
0.9795
Per class
Relative absolute error
0.0482
Root mean prior squared error
0.4608
Root mean squared error
0.1432
Root relative squared error
0.3106
SciMark benchmark
1336.3256
UserCPU time millis
130
UserCPU time millis training
130