Run
8611186

Run 8611186

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1172
mlr.classif.ranger(15)_mtry894
mlr.classif.ranger(15)_min.node.size78
mlr.classif.ranger(15)_sample.fraction0.157710065296851
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1254.1081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3477
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
0.7694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1432.8269
UserCPU time millis
1165.29
UserCPU time millis testing
2.11
UserCPU time millis training
1163.18