DEVELOPMENT... OpenML
Run
199357

Run 199357

Task 4598 (Supervised Classification) sylva_prior 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
0.9159
Per class
F measure
0.9828
Per class
Kappa
0.8498
KB relative information score
113736.9157
Mean absolute error
0.017
Mean prior absolute error
0.1156
Number of instances
143950
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9827
Per class
Predictive accuracy
0.983
Prior entropy
0.3338
Recall
0.983
Per class
Relative absolute error
0.1469
Root mean prior squared error
0.2403
Root mean squared error
0.1303
Root relative squared error
0.5422
SciMark benchmark
1318.1432
UserCPU time millis
5760
UserCPU time millis testing
30
UserCPU time millis training
5730