DEVELOPMENT... OpenML
Run
198162

Run 198162

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6734
Per class
F measure
0.7029
Per class
Kappa
0.3456
KB relative information score
4103.591
Mean absolute error
0.2975
Mean prior absolute error
0.4533
Number of instances
12990
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7034
Per class
Predictive accuracy
0.7025
Prior entropy
0.9315
Recall
0.7025
Per class
Relative absolute error
0.6565
Root mean prior squared error
0.4761
Root mean squared error
0.5455
Root relative squared error
1.1458
SciMark benchmark
916.5955
UserCPU time millis
6260
UserCPU time millis testing
80
UserCPU time millis training
6180