DEVELOPMENT... OpenML
Run
199238

Run 199238

Task 4379 (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
0.9998
Per class
F measure
0.9998
Per class
Kappa
0.9996
KB relative information score
81209.9067
Mean absolute error
0.0002
Mean prior absolute error
0.4994
Number of instances
81240
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9998
Per class
Predictive accuracy
0.9998
Prior entropy
0.9991
Recall
0.9998
Per class
Relative absolute error
0.0004
Root mean prior squared error
0.4997
Root mean squared error
0.0136
Root relative squared error
0.0272
SciMark benchmark
1313.9994
UserCPU time millis
3440
UserCPU time millis testing
20
UserCPU time millis training
3420