Run
522940

Run 522940

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 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
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11028.2609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7934
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
219.271
UserCPU time millis testing
2.021
UserCPU time millis training
217.25