Run
8782919

Run 8782919

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 09-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees819
mlr.classif.ranger(16)_mtry950
mlr.classif.ranger(16)_min.node.size3
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.582224836526439
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8976
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2685.529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0365
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.8372
UserCPU time millis
3394.109
UserCPU time millis testing
2.376
UserCPU time millis training
3391.733