Run
523827

Run 523827

Task 3600 (Supervised Classification) ailerons Uploaded 11-02-2016 by Rafael Gomes Mantovani
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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
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10216.804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7132
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
342.205
UserCPU time millis testing
1.518
UserCPU time millis training
340.687