Run
568542

Run 568542

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(1)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(1)_mtry4
mlr.classif.randomForest(1)_openml.seed1
mlr.classif.randomForest(1)_openml.kindMersenne-Twister
mlr.classif.randomForest(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
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.0823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1067
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
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6635
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.95
UserCPU time millis testing
0.09
UserCPU time millis training
4.86