Run
7044522

Run 7044522

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.634465687823229
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight11.2453118923824
mlr.classif.xgboost(9)_subsample0.553321430133656
mlr.classif.xgboost(9)_colsample_bytree0.299826971022412
mlr.classif.xgboost(9)_colsample_bylevel0.493671318283305
mlr.classif.xgboost(9)_lambda116.50110619003
mlr.classif.xgboost(9)_alpha1.20982532270186
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2423
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
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2209.1881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0766
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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5444
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.4274
UserCPU time millis
4217.156
UserCPU time millis testing
2.206
UserCPU time millis training
4214.95