Run
8744678

Run 8744678

Task 146803 (Supervised Classification) credit-g Uploaded 30-12-2017 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.trees1179
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size86
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.485319404676557
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
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.7158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3595
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4122
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1709.445
UserCPU time millis
4.523
UserCPU time millis testing
0.641
UserCPU time millis training
3.882