DEVELOPMENT... OpenML
Run
199295

Run 199295

Task 4372 (Supervised Classification) pbcseq 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
0.6583
Per class
F measure
0.6582
Per class
Kappa
0.3166
KB relative information score
6157.9949
Mean absolute error
0.3417
Mean prior absolute error
0.5
Number of instances
19450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6585
Per class
Predictive accuracy
0.6583
Prior entropy
1
Recall
0.6583
Per class
Relative absolute error
0.6834
Root mean prior squared error
0.5
Root mean squared error
0.5845
Root relative squared error
1.1691
SciMark benchmark
1363.454
UserCPU time millis
6750
UserCPU time millis testing
30
UserCPU time millis training
6720