DEVELOPMENT... OpenML
Run
198152

Run 198152

Task 279 (Supervised Classification) tic-tac-toe 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
0.9835
Per class
F measure
0.9873
Per class
Kappa
0.973
KB relative information score
317.9628
Mean absolute error
0.0127
Mean prior absolute error
0.4641
Number of instances
316
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9876
Per class
Predictive accuracy
0.9873
Prior entropy
0.9312
Recall
0.9873
Per class
Relative absolute error
0.0273
Root mean prior squared error
0.4874
Root mean squared error
0.1125
Root relative squared error
0.2308
SciMark benchmark
1313.9994
UserCPU time millis
80
UserCPU time millis training
80