Run
8618787

Run 8618787

Task 145677 (Supervised Classification) Bioresponse Uploaded 06-12-2017 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.trees1730
mlr.classif.ranger(16)_mtry1619
mlr.classif.ranger(16)_min.node.size1097
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.991557337879203
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
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1247.2929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3486
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
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1180.9266
UserCPU time millis
4022.908
UserCPU time millis testing
2.953
UserCPU time millis training
4019.955