DEVELOPMENT... OpenML
Run
198811

Run 198811

Task 3885 (Supervised Classification) mfeat-pixel 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
0.9131
Per class
F measure
0.9788
Per class
Kappa
0.8788
KB relative information score
1692.1925
Mean absolute error
0.0205
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9792
Per class
Predictive accuracy
0.9795
Prior entropy
0.4703
Recall
0.9795
Per class
Relative absolute error
0.1137
Root mean prior squared error
0.3
Root mean squared error
0.1432
Root relative squared error
0.4773
SciMark benchmark
1312.3073
UserCPU time millis
11140
UserCPU time millis testing
80
UserCPU time millis training
11060