DEVELOPMENT... OpenML
Run
198604

Run 198604

Task 3706 (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
0.8325
Per class
F measure
0.833
Per class
Kappa
0.6692
KB relative information score
637.6618
Mean absolute error
0.1642
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.854
Per class
Predictive accuracy
0.8358
Prior entropy
0.9995
Recall
0.8358
Per class
Relative absolute error
0.3287
Root mean prior squared error
0.4998
Root mean squared error
0.4052
Root relative squared error
0.8108
SciMark benchmark
930.5999
UserCPU time millis
80
UserCPU time millis training
80