Run
7985494

Run 7985494

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 17-10-2017 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.trees1042
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.911161478981376
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
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.4162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2935
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6896
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1873.4078
UserCPU time millis
3.473
UserCPU time millis testing
0.505
UserCPU time millis training
2.968