Run
6434236

Run 6434236

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.019696162847241
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.2999625803053
mlr.classif.xgboost(9)_subsample0.674788029305637
mlr.classif.xgboost(9)_colsample_bytree0.00746831600554287
mlr.classif.xgboost(9)_colsample_bylevel0.182599878869951
mlr.classif.xgboost(9)_lambda76.429177469575
mlr.classif.xgboost(9)_alpha0.024917322800912
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4724
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
967.4794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1892
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
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.7284
UserCPU time millis
6484.991
UserCPU time millis testing
3.948
UserCPU time millis training
6481.043