DEVELOPMENT... OpenML
Run
53046

Run 53046

Task 1702 (Learning Curve) kr-vs-kp Uploaded 07-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.SPegasos(2)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(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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.

21 Evaluation measures

Area under ROC curve
0.9702 ± 0.0063
Per class
Build CPU time
0.1111
Build memory
280274460.1333
F measure
0.9697 ± 0.0064
Per class
Kappa
0.9393 ± 0.0129
KB relative information score
0.9391 ± 0.0129
Mean absolute error
0.0304 ± 0.0064
Mean prior absolute error
0.499 ± 0.0001
Number of instances
3196
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9701 ± 0.0061
Per class
Predictive accuracy
0.9696 ± 0.0064
Prior entropy
0.9986 ± 0.0002
Recall
0.9696 ± 0.0064
Per class
Relative absolute error
0.0608 ± 0.0129
Root mean prior squared error
0.4995 ± 0.0001
Root mean squared error
0.1742 ± 0.0182
Root relative squared error
0.3488 ± 0.0365
SciMark benchmark
1132.5492