Run
7682144

Run 7682144

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 08-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees221
mlr.classif.ranger(13)_mtry525
mlr.classif.ranger(13)_sample.fraction0.730123694846407
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
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2642.5094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0415
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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4127
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.7428
UserCPU time millis
2060.341
UserCPU time millis testing
4.144
UserCPU time millis training
2056.197