Run
514909

Run 514909

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

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
932.3972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0115
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
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2252
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.055
UserCPU time millis testing
0.257
UserCPU time millis training
5.798