Run
6771924

Run 6771924

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.576527422946873
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.95481709170843
mlr.classif.xgboost(9)_subsample0.798584351851605
mlr.classif.xgboost(9)_colsample_bytree0.845487200887874
mlr.classif.xgboost(9)_colsample_bylevel0.374469143571332
mlr.classif.xgboost(9)_lambda0.00996658885174411
mlr.classif.xgboost(9)_alpha270.147675616068
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1460
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
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1000.7405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2519
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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.2729
UserCPU time millis
2930.388
UserCPU time millis testing
1.86
UserCPU time millis training
2928.528