Run
8646900

Run 8646900

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 12-12-2017 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.trees1827
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size199
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.588071277900599
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
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.9935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3233
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1357.595
UserCPU time millis
4.7
UserCPU time millis testing
0.41
UserCPU time millis training
4.29