Run
7486223

Run 7486223

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot25 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.00617327797331043
mlr.classif.xgboost(9)_subsample0.690914688422345
mlr.classif.xgboost(9)_lambda0.0879367063017055
mlr.classif.xgboost(9)_alpha0.00134128787865674
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3560
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2674.2866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0385
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1596
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
1268.1423
UserCPU time millis
7628.138
UserCPU time millis testing
1.067
UserCPU time millis training
7627.071