DEVELOPMENT... OpenML
Run
198175

Run 198175

Task 1777 (Supervised Classification) breast-cancer 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
0.5233
Per class
F measure
0.4166
Per class
Kappa
0.0328
KB relative information score
-683.0993
Mean absolute error
0.5755
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.612
Per class
Predictive accuracy
0.4245
Prior entropy
0.8796
Recall
0.4245
Per class
Relative absolute error
1.3758
Root mean prior squared error
0.457
Root mean squared error
0.7586
Root relative squared error
1.6599
SciMark benchmark
1363.454
UserCPU time millis
80
UserCPU time millis training
80