DEVELOPMENT... OpenML
Run
199135

Run 199135

Task 4437 (Supervised Classification) fri_c4_100_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
0.6343
Per class
F measure
0.6383
Per class
Kappa
0.2709
KB relative information score
275.4077
Mean absolute error
0.359
Mean prior absolute error
0.4969
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6395
Per class
Predictive accuracy
0.641
Prior entropy
0.9956
Recall
0.641
Per class
Relative absolute error
0.7225
Root mean prior squared error
0.4984
Root mean squared error
0.5992
Root relative squared error
1.2022
SciMark benchmark
854.5188
UserCPU time millis
20
UserCPU time millis training
20