Run
514605

Run 514605

Task 3718 (Supervised Classification) boston 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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7659
Cross-validation details (10-fold Crossvalidation)
KB relative information score
386.8141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6817
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.765
UserCPU time millis testing
4.692
UserCPU time millis training
23.073