Run
8230658

Run 8230658

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 24-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees224
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size24
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.825722144288011
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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.8664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2952
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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1697.0217
UserCPU time millis
0.666
UserCPU time millis testing
0.079
UserCPU time millis training
0.587