Run
198162

Run 198162

Task 322 (Supervised Classification) BNG(tic-tac-toe) Uploaded 27-02-2015 by Joaquin Vanschoren
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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
0.6734
Per class
Cross-validation details (33% Holdout set)
F measure
0.7029
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3456
Cross-validation details (33% Holdout set)
KB relative information score
4103.591
Cross-validation details (33% Holdout set)
Mean absolute error
0.2975
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4533
Cross-validation details (33% Holdout set)
Number of instances
12990
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7034
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7025
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7025
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6565
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.5455
Cross-validation details (33% Holdout set)
Root relative squared error
1.1458
Cross-validation details (33% Holdout set)
SciMark benchmark
916.5955
UserCPU time millis
6260
Cross-validation details (33% Holdout set)
UserCPU time millis testing
80
Cross-validation details (33% Holdout set)
UserCPU time millis training
6180
Cross-validation details (33% Holdout set)