Run
8856049

Run 8856049

Task 9910 (Supervised Classification) Bioresponse Uploaded 29-01-2018 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.trees1687
mlr.classif.ranger(9)_mtry864
mlr.classif.ranger(9)_min.node.size313
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.39184720099438
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
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1218.0288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3537
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
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7126
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.0704
UserCPU time millis
1002.076
UserCPU time millis testing
2.23
UserCPU time millis training
999.846