Run
568700

Run 568700

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.tuned(2)Learner mlr.classif.randomForest.tuned from package(s) randomForest.
mlr.classif.randomForest.tuned(2)_mtry4
mlr.classif.randomForest.tuned(2)_openml.seed1
mlr.classif.randomForest.tuned(2)_openml.kindMersenne-Twister
mlr.classif.randomForest.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
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
380.5459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
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
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6994
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.63
UserCPU time millis testing
0.06
UserCPU time millis training
15.57