DEVELOPMENT... OpenML
Run
53069

Run 53069

Task 1748 (Learning Curve) tic-tac-toe 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
0.9759 ± 0.0192
Per class
Build CPU time
0.0342
Build memory
352199897.0667
F measure
0.9832 ± 0.0135
Per class
Kappa
0.9627 ± 0.0301
KB relative information score
0.9616 ± 0.0306
Mean absolute error
0.0167 ± 0.0133
Mean prior absolute error
0.453 ± 0.0013
Number of instances
958
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9837 ± 0.0125
Per class
Predictive accuracy
0.9833 ± 0.0133
Prior entropy
0.931 ± 0.0039
Recall
0.9833 ± 0.0133
Per class
Relative absolute error
0.0369 ± 0.0293
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.1292 ± 0.0679
Root relative squared error
0.2716 ± 0.1427
SciMark benchmark
1132.5492