Run
523283

Run 523283

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 10-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
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
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21213.4151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2006
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
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4478
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9407
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
169.318
UserCPU time millis testing
3.678
UserCPU time millis training
165.64