Run
8244237

Run 8244237

Task 9889 (Supervised Classification) wilt Uploaded 25-10-2017 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.trees1580
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size149
mlr.classif.ranger(9)_sample.fraction0.412962997076102
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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1928.6511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0427
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.4196
UserCPU time millis
24.708
UserCPU time millis testing
1.39
UserCPU time millis training
23.318