Run
8465106

Run 8465106

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 04-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees597
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.623579881736077
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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2296.0338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.077
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
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4704
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.7514
UserCPU time millis
325.365
UserCPU time millis testing
12.142
UserCPU time millis training
313.223