Run
8050573

Run 8050573

Task 145677 (Supervised Classification) Bioresponse Uploaded 18-10-2017 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.trees246
mlr.classif.ranger(9)_mtry1019
mlr.classif.ranger(9)_min.node.size329
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.223160171089694
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
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1092.0783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3715
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8419
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1829.298
UserCPU time millis
68.005
UserCPU time millis testing
0.873
UserCPU time millis training
67.132