Run
8353941

Run 8353941

Task 34536 (Supervised Classification) Internet-Advertisements 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.trees1439
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.960372173553333
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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2262.762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0806
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.6595
UserCPU time millis
784.382
UserCPU time millis testing
26.768
UserCPU time millis training
757.614