Run
520555

Run 520555

Task 3684 (Supervised Classification) delta_elevators Uploaded 05-02-2016 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
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7246.8984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1193
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
9517
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6907
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
694.065
UserCPU time millis testing
144.382
UserCPU time millis training
549.683