DEVELOPMENT... OpenML
Run
199113

Run 199113

Task 4414 (Supervised Classification) breastTumor 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
0.5422
Per class
F measure
0.5579
Per class
Kappa
0.0865
KB relative information score
281.2944
Mean absolute error
0.4343
Mean prior absolute error
0.4872
Number of instances
2860
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5561
Per class
Predictive accuracy
0.5657
Prior entropy
0.9815
Recall
0.5657
Per class
Relative absolute error
0.8914
Root mean prior squared error
0.4935
Root mean squared error
0.659
Root relative squared error
1.3354
SciMark benchmark
1304.9611
UserCPU time millis
30
UserCPU time millis training
30