Run
8778978

Run 8778978

Task 145677 (Supervised Classification) Bioresponse Uploaded 06-01-2018 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.trees677
mlr.classif.ranger(16)_mtry1205
mlr.classif.ranger(16)_min.node.size72
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.575241317274049
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
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1507.6688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3135
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
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.9358
UserCPU time millis
4552.321
UserCPU time millis testing
2.301
UserCPU time millis training
4550.02