Run
568564

Run 568564

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

mlr.classif.randomForest.filtered.oversampled.tuned(2)Learner mlr.classif.randomForest.filtered.oversampled.tuned from package(s) mlr, randomForestSRC, randomForest.
mlr.classif.randomForest.filtered.oversampled.tuned(2)_osw.rate1
mlr.classif.randomForest.filtered.oversampled.tuned(2)_fw.methodrf.importance
mlr.classif.randomForest.filtered.oversampled.tuned(2)_fw.perc0.5
mlr.classif.randomForest.filtered.oversampled.tuned(2)_mtry4
mlr.classif.randomForest.filtered.oversampled.tuned(2)_openml.seed1
mlr.classif.randomForest.filtered.oversampled.tuned(2)_openml.kindMersenne-Twister
mlr.classif.randomForest.filtered.oversampled.tuned(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
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1561
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
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8025
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
116.26
UserCPU time millis testing
0.08
UserCPU time millis training
116.18