Run
1811075

Run 1811075

Task 3019 (Supervised Classification) Australian Uploaded 07-08-2016 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.ranger(5)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(5)_num.trees100
mlr.classif.ranger(5)_respect.unordered.factorsTRUE
mlr.classif.ranger(5)_write.forestTRUE
mlr.classif.ranger(5)_num.threads1
mlr.classif.ranger(5)_verboseFALSE
mlr.classif.ranger(5)_openml.seed1
mlr.classif.ranger(5)_openml.kindMersenne-Twister
mlr.classif.ranger(5)_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.

17 Evaluation measures

Area under ROC curve
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
506.7921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7267
Cross-validation details (10-fold Crossvalidation)