DEVELOPMENT... OpenML
Run
198647

Run 198647

Task 1942 (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
0.5472
Per class
F measure
0.5921
Per class
Kappa
0.0954
KB relative information score
26679.6399
Mean absolute error
0.4055
Mean prior absolute error
0.4532
Number of instances
393660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5901
Per class
Predictive accuracy
0.5945
Prior entropy
0.9315
Recall
0.5945
Per class
Relative absolute error
0.8945
Root mean prior squared error
0.476
Root mean squared error
0.6368
Root relative squared error
1.3376
SciMark benchmark
1336.3256
UserCPU time millis
8620
UserCPU time millis testing
60
UserCPU time millis training
8560