Run
8565972

Run 8565972

Task 145677 (Supervised Classification) Bioresponse Uploaded 27-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1381
mlr.classif.ranger(9)_mtry1537
mlr.classif.ranger(9)_min.node.size120
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.17087880903855
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
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1278.5441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.344
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
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.8629
UserCPU time millis
1299.769
UserCPU time millis testing
1.903
UserCPU time millis training
1297.866