Run
523290

Run 523290

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20969.6985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4532
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.947
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2173.072
UserCPU time millis testing
65.879
UserCPU time millis training
2107.193