Run
8530845

Run 8530845

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 16-11-2017 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.trees604
mlr.classif.ranger(9)_mtry121
mlr.classif.ranger(9)_min.node.size1405
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.928036005236208
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2207.2571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0768
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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1832.5555
UserCPU time millis
284.183
UserCPU time millis testing
1.176
UserCPU time millis training
283.007