DEVELOPMENT... OpenML
Run
199293

Run 199293

Task 4588 (Supervised Classification) mfeat-karhunen 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
0.9174
Per class
F measure
0.9694
Per class
Kappa
0.8303
KB relative information score
15417.1463
Mean absolute error
0.0307
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
0.9695
Per class
Predictive accuracy
0.9693
Prior entropy
0.4703
Recall
0.9693
Per class
Relative absolute error
0.1703
Root mean prior squared error
0.3
Root mean squared error
0.1752
Root relative squared error
0.584
SciMark benchmark
1304.9611
UserCPU time millis
380
UserCPU time millis testing
10
UserCPU time millis training
370