Run
8470618

Run 8470618

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1252
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size2288
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.79161930589471
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
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
800.7209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2032
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
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.6962
UserCPU time millis
73.979
UserCPU time millis testing
5.426
UserCPU time millis training
68.553