OpenML
8358377

Run 8358377

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.trees1803
mlr.classif.ranger(13)_mtry21
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.952726068207994
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
614.3351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1911
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
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6605
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.502
UserCPU time millis
253.891
UserCPU time millis testing
6.182
UserCPU time millis training
247.709