Run
8784222

Run 8784222

Task 145677 (Supervised Classification) Bioresponse Uploaded 11-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees10
mlr.classif.ranger(16)_mtry535
mlr.classif.ranger(16)_min.node.size66
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.106681665964425
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
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1138.6851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3622
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
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.84
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.1959
UserCPU time millis
9.122
UserCPU time millis testing
0.947
UserCPU time millis training
8.175