DEVELOPMENT... OpenML
Run
199045

Run 199045

Task 4344 (Supervised Classification) fri_c0_250_25 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
0.7652
Per class
F measure
0.7652
Per class
Kappa
0.5304
KB relative information score
1325.8915
Mean absolute error
0.2348
Mean prior absolute error
0.5
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7652
Per class
Predictive accuracy
0.7652
Prior entropy
1
Recall
0.7652
Per class
Relative absolute error
0.4696
Root mean prior squared error
0.5
Root mean squared error
0.4846
Root relative squared error
0.9692
SciMark benchmark
1363.454
UserCPU time millis
20
UserCPU time millis training
20