Run
8675380

Run 8675380

Task 9910 (Supervised Classification) Bioresponse Uploaded 24-12-2017 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.trees1480
mlr.classif.ranger(16)_mtry611
mlr.classif.ranger(16)_min.node.size25
mlr.classif.ranger(16)_sample.fraction0.479304981371388
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
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1498.3791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.316
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
0.7985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7729
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1175.5016
UserCPU time millis
6302.771
UserCPU time millis testing
7.114
UserCPU time millis training
6295.657