DEVELOPMENT... OpenML
Run
198194

Run 198194

Task 1788 (Supervised Classification) mushroom 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
0.9995
Per class
F measure
0.9995
Per class
Kappa
0.999
KB relative information score
40577.903
Mean absolute error
0.0005
Mean prior absolute error
0.4994
Number of instances
40620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9995
Per class
Predictive accuracy
0.9995
Prior entropy
0.9991
Recall
0.9995
Per class
Relative absolute error
0.001
Root mean prior squared error
0.4997
Root mean squared error
0.0227
Root relative squared error
0.0455
SciMark benchmark
1363.454
UserCPU time millis
3380
UserCPU time millis testing
30
UserCPU time millis training
3350