Run
8713427

Run 8713427

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-12-2017 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.trees1386
mlr.classif.ranger(9)_mtry320
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.749809556896798
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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2668.0242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0394
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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1635
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1900.0609
UserCPU time millis
1169.237
UserCPU time millis testing
2.51
UserCPU time millis training
1166.727