Run
8528658

Run 8528658

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 11-11-2017 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.trees1775
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size346
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.947851074323989
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
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
299.8474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3268
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
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8187
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1861.1149
UserCPU time millis
6.59
UserCPU time millis testing
0.399
UserCPU time millis training
6.191