Run
8563946

Run 8563946

Task 145972 (Supervised Classification) credit-g Uploaded 27-11-2017 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.trees1369
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size117
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.542157320585102
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
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.1401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3664
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
0.7315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4615
UserCPU time millis
3.119
UserCPU time millis testing
0.348
UserCPU time millis training
2.771