Run
517114

Run 517114

Task 3857 (Supervised Classification) vehicle Uploaded 29-01-2016 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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
821.9629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3828
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8241
Cross-validation details (10-fold Crossvalidation)
Recall
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4374
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2223
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.648
UserCPU time millis testing
0.097
UserCPU time millis training
7.551