Run
8766139

Run 8766139

Task 145972 (Supervised Classification) credit-g Uploaded 31-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1839
mlr.classif.ranger(16)_mtry12
mlr.classif.ranger(16)_min.node.size154
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.43946921331808
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.362
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
0.715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9105
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.1575
UserCPU time millis
4.223
UserCPU time millis testing
0.446
UserCPU time millis training
3.777