Run
8357537

Run 8357537

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1739
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.847441235603765
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
610.6906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1938
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
0.8602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.7478
UserCPU time millis
204.363
UserCPU time millis testing
6.042
UserCPU time millis training
198.321