DEVELOPMENT... OpenML
Run
199267

Run 199267

Task 4546 (Supervised Classification) mfeat-factors 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
0.9563
Per class
F measure
0.9844
Per class
Kappa
0.9135
KB relative information score
17652.1859
Mean absolute error
0.0156
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9844
Per class
Predictive accuracy
0.9845
Prior entropy
0.4703
Recall
0.9845
Per class
Relative absolute error
0.0862
Root mean prior squared error
0.3
Root mean squared error
0.1247
Root relative squared error
0.4157
SciMark benchmark
1318.1432
UserCPU time millis
1360
UserCPU time millis testing
20
UserCPU time millis training
1340