Run
512587

Run 512587

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.5348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.1696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3401
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.755
UserCPU time millis testing
5.188
UserCPU time millis training
19.567