DEVELOPMENT... OpenML
Run
198773

Run 198773

Task 3874 (Supervised Classification) ecoli 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
0.9696
Per class
F measure
0.9702
Per class
Kappa
0.9391
KB relative information score
315.2891
Mean absolute error
0.0298
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9702
Per class
Predictive accuracy
0.9702
Prior entropy
0.9842
Recall
0.9702
Per class
Relative absolute error
0.0609
Root mean prior squared error
0.4944
Root mean squared error
0.1725
Root relative squared error
0.3489
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10