Run
568553

Run 568553

Task 3736 (Supervised Classification) boston Uploaded 28-04-2016 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.randomForest.filtered.oversampled.tuned(1)Learner mlr.classif.randomForest.filtered.oversampled.tuned from package(s) mlr, randomForestSRC, randomForest.
mlr.classif.randomForest.filtered.oversampled.tuned(1)_osw.rate1
mlr.classif.randomForest.filtered.oversampled.tuned(1)_fw.methodrf.importance
mlr.classif.randomForest.filtered.oversampled.tuned(1)_fw.perc0.5
mlr.classif.randomForest.filtered.oversampled.tuned(1)_mtry4
mlr.classif.randomForest.filtered.oversampled.tuned(1)_openml.seed1
mlr.classif.randomForest.filtered.oversampled.tuned(1)_openml.kindMersenne-Twister
mlr.classif.randomForest.filtered.oversampled.tuned(1)_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
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6649
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
0.84
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)
UserCPU time millis
433.75
UserCPU time millis testing
0.09
UserCPU time millis training
433.66