Run
7428291

Run 7428291

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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.trees140
mlr.classif.ranger(13)_mtry499
mlr.classif.ranger(13)_sample.fraction0.354861273942515
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2557.7958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
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
0.2006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.8371
UserCPU time millis
599.788
UserCPU time millis testing
4.374
UserCPU time millis training
595.414