Run
570493

Run 570493

Task 3736 (Supervised Classification) boston Uploaded 02-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.filtered.oversampled(3)Learner mlr.classif.randomForest.filtered.oversampled from package(s) mlr, randomForestSRC, randomForest.
mlr.classif.randomForest.filtered.oversampled(3)_osw.rate1
mlr.classif.randomForest.filtered.oversampled(3)_fw.methodrf.importance
mlr.classif.randomForest.filtered.oversampled(3)_fw.perc0.5
mlr.classif.randomForest.filtered.oversampled(3)_mtry4
mlr.classif.randomForest.filtered.oversampled(3)_openml.seed1
mlr.classif.randomForest.filtered.oversampled(3)_openml.kindMersenne-Twister
mlr.classif.randomForest.filtered.oversampled(3)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

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
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.4894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.164
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
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8226
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45.44
UserCPU time millis testing
0.19
UserCPU time millis training
45.25