Run
536707

Run 536707

Task 49 (Supervised Classification) tic-tac-toe Uploaded 14-03-2016 by Heidi Seibold
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree10
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.9927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
627.4614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.179
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
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5019
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.151
UserCPU time millis testing
0.029
UserCPU time millis training
0.122