DEVELOPMENT... OpenML
Run
198229

Run 198229

Task 1856 (Supervised Classification) BNG(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
0.5
Per class
F measure
0.5373
Per class
KB relative information score
-15609.5695
Mean absolute error
0.4694
Mean prior absolute error
0.4532
Number of instances
196830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5468
Per class
Predictive accuracy
0.5306
Prior entropy
0.9315
Recall
0.5306
Per class
Relative absolute error
1.0357
Root mean prior squared error
0.476
Root mean squared error
0.6851
Root relative squared error
1.4392
SciMark benchmark
916.5955
UserCPU time millis
6180
UserCPU time millis testing
60
UserCPU time millis training
6120