Run
521319

Run 521319

Task 26 (Supervised Classification) nursery Uploaded 06-02-2016 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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12925.2014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0521
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
478.765
UserCPU time millis testing
101.835
UserCPU time millis training
376.93