Run
8211701

Run 8211701

Task 145972 (Supervised Classification) credit-g Uploaded 23-10-2017 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.trees590
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size18
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.122963599208742
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
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.72
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.5847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3529
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
0.7319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8915
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.6447
UserCPU time millis
1.721
UserCPU time millis testing
0.178
UserCPU time millis training
1.543