Run
7117345

Run 7117345

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.338488144182516
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.16440733923013
mlr.classif.xgboost(9)_subsample0.948120979149826
mlr.classif.xgboost(9)_colsample_bytree0.105805632891133
mlr.classif.xgboost(9)_colsample_bylevel0.364555181236938
mlr.classif.xgboost(9)_lambda2.679817993285
mlr.classif.xgboost(9)_alpha295.465608167632
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2677
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(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
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-553.2526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2413
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
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2942
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.8949
UserCPU time millis
3819.595
UserCPU time millis testing
1.897
UserCPU time millis training
3817.698