Run
6962751

Run 6962751

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.0747511700656216
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight46.1029287717663
mlr.classif.xgboost(9)_subsample0.597450436023064
mlr.classif.xgboost(9)_colsample_bytree0.897011378314346
mlr.classif.xgboost(9)_colsample_bylevel0.710102554876357
mlr.classif.xgboost(9)_lambda1.44633433812163
mlr.classif.xgboost(9)_alpha20.0728543353252
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds96
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
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
931.4881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1681
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9228
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7887
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.9757
UserCPU time millis
426.857
UserCPU time millis testing
1.144
UserCPU time millis training
425.713