Run
1811076

Run 1811076

Task 3736 (Supervised Classification) boston Uploaded 07-08-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger(5)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(5)_num.trees100
mlr.classif.ranger(5)_respect.unordered.factorsTRUE
mlr.classif.ranger(5)_write.forestTRUE
mlr.classif.ranger(5)_num.threads1
mlr.classif.ranger(5)_verboseFALSE
mlr.classif.ranger(5)_openml.seed1
mlr.classif.ranger(5)_openml.kindMersenne-Twister
mlr.classif.ranger(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1225
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
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.35
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7109
Cross-validation details (10-fold Crossvalidation)