Run
8592912

Run 8592912

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 29-11-2017 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.trees1576
mlr.classif.ranger(9)_mtry39
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.893760794051923
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
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
610.3189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1905
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
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.9794
UserCPU time millis
60.992
UserCPU time millis testing
0.932
UserCPU time millis training
60.06