Run
8853980

Run 8853980

Task 145854 (Supervised Classification) nomao Uploaded 28-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees774
mlr.classif.ranger(9)_mtry59
mlr.classif.ranger(9)_min.node.size1810
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.620089246961288
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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.

21 Evaluation measures

Area under ROC curve
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24808.6619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1183
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5067
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.051
UserCPU time millis
935.783
UserCPU time millis testing
4.859
UserCPU time millis training
930.924