DEVELOPMENT... OpenML
Run
199220

Run 199220

Task 4517 (Supervised Classification) arsenic-female-bladder 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
0.5622
Per class
F measure
0.8248
Per class
Kappa
0.1816
KB relative information score
1669.1481
Mean absolute error
0.1374
Mean prior absolute error
0.2462
Number of instances
5590
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8312
Per class
Predictive accuracy
0.8626
Prior entropy
0.5956
Recall
0.8626
Per class
Relative absolute error
0.5581
Root mean prior squared error
0.3502
Root mean squared error
0.3707
Root relative squared error
1.0585
SciMark benchmark
876.0664
UserCPU time millis
100
UserCPU time millis training
100