DEVELOPMENT... OpenML
Run
199066

Run 199066

Task 4358 (Supervised Classification) triazines 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
0.6795
Per class
F measure
0.6888
Per class
Kappa
0.3588
KB relative information score
651.211
Mean absolute error
0.3113
Mean prior absolute error
0.4854
Number of instances
1860
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6889
Per class
Predictive accuracy
0.6887
Prior entropy
0.979
Recall
0.6887
Per class
Relative absolute error
0.6414
Root mean prior squared error
0.4925
Root mean squared error
0.5579
Root relative squared error
1.1328
SciMark benchmark
1313.9994
UserCPU time millis
40
UserCPU time millis training
40