Run
6337553

Run 6337553

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.110447628639331
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight6.0453562604005
mlr.classif.xgboost(9)_subsample0.900978975370526
mlr.classif.xgboost(9)_colsample_bytree0.628222292521968
mlr.classif.xgboost(9)_colsample_bylevel0.450122514739633
mlr.classif.xgboost(9)_lambda2.49808202102488
mlr.classif.xgboost(9)_alpha0.196935428419611
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4642
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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2617.5147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0459
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
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4483
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.3382
UserCPU time millis
13261.777
UserCPU time millis testing
4.243
UserCPU time millis training
13257.534