Run
522953

Run 522953

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11200.5364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1302
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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.781
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2027.782
UserCPU time millis testing
401.314
UserCPU time millis training
1626.468