DEVELOPMENT... OpenML
Run
199112

Run 199112

Task 4411 (Supervised Classification) stock 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
0.83
Per class
F measure
0.8303
Per class
Kappa
0.6602
KB relative information score
6272.5064
Mean absolute error
0.1697
Mean prior absolute error
0.4996
Number of instances
9500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8303
Per class
Predictive accuracy
0.8303
Prior entropy
0.9995
Recall
0.8303
Per class
Relative absolute error
0.3396
Root mean prior squared error
0.4998
Root mean squared error
0.4119
Root relative squared error
0.8242
SciMark benchmark
889.3151
UserCPU time millis
50
UserCPU time millis training
50