Run
8759279

Run 8759279

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 31-12-2017 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.trees508
mlr.classif.ranger(9)_mtry1037
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.807428469415754
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
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2694.765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0352
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
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4226
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.8983
UserCPU time millis
1856.228
UserCPU time millis testing
1.567
UserCPU time millis training
1854.661