DEVELOPMENT... OpenML
Run
198712

Run 198712

Task 3812 (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
0.5604
Per class
F measure
0.8279
Per class
Kappa
0.187
KB relative information score
191.2285
Mean absolute error
0.1288
Mean prior absolute error
0.2462
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8665
Per class
Predictive accuracy
0.8712
Prior entropy
0.5956
Recall
0.8712
Per class
Relative absolute error
0.5232
Root mean prior squared error
0.3502
Root mean squared error
0.3589
Root relative squared error
1.0248
SciMark benchmark
889.3151
UserCPU time millis
100
UserCPU time millis training
100