Run
8716307

Run 8716307

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 29-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees79
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size386
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.922144136880524
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
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.6036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3843
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9368
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1718.6077
UserCPU time millis
0.427
UserCPU time millis testing
0.041
UserCPU time millis training
0.386