Run
8723482

Run 8723482

Task 3493 (Supervised Classification) monks-problems-2 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.trees1601
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size20
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.480802490725182
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
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.1178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4022
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
0.7858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9107
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1799.6303
UserCPU time millis
2.989
UserCPU time millis testing
0.4
UserCPU time millis training
2.589