Run
514901

Run 514901

Task 49 (Supervised Classification) tic-tac-toe Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
918.5958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2799
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.482
UserCPU time millis testing
0.135
UserCPU time millis training
0.347