Run
568699

Run 568699

Task 3736 (Supervised Classification) boston Uploaded 28-04-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.filtered(2)Learner mlr.classif.randomForest.filtered from package(s) randomForestSRC, randomForest.
mlr.classif.randomForest.filtered(2)_fw.methodrf.importance
mlr.classif.randomForest.filtered(2)_fw.perc0.5
mlr.classif.randomForest.filtered(2)_mtry4
mlr.classif.randomForest.filtered(2)_openml.seed1
mlr.classif.randomForest.filtered(2)_openml.kindMersenne-Twister
mlr.classif.randomForest.filtered(2)_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.

20 Evaluation measures

Area under ROC curve
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
336.6682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1601
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
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8399
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8126
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
37.08
UserCPU time millis testing
0.09
UserCPU time millis training
36.99