DEVELOPMENT... OpenML
Run
199117

Run 199117

Task 4420 (Supervised Classification) fri_c0_100_50 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
0.6502
Per class
F measure
0.6504
Per class
Kappa
0.3008
KB relative information score
301.6016
Mean absolute error
0.349
Mean prior absolute error
0.4998
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6512
Per class
Predictive accuracy
0.651
Prior entropy
0.9997
Recall
0.651
Per class
Relative absolute error
0.6983
Root mean prior squared error
0.4999
Root mean squared error
0.5908
Root relative squared error
1.1818
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10