Run
8579369

Run 8579369

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees98
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size98
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.805089865205809
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7405
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.6177
UserCPU time millis
0.25
UserCPU time millis testing
0.03
UserCPU time millis training
0.22