Run
8801754

Run 8801754

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 21-01-2018 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.trees1400
mlr.classif.ranger(9)_mtry204
mlr.classif.ranger(9)_min.node.size10581
mlr.classif.ranger(9)_sample.fraction0.925269005307928
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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2486.446
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7024
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.8269
UserCPU time millis
697.91
UserCPU time millis testing
2.997
UserCPU time millis training
694.913