Run
6903285

Run 6903285

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.00449545735753198
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight25.4331701499385
mlr.classif.xgboost(9)_subsample0.186270523397252
mlr.classif.xgboost(9)_colsample_bytree0.23952123336494
mlr.classif.xgboost(9)_colsample_bylevel0.979741401970387
mlr.classif.xgboost(9)_lambda66.117455179916
mlr.classif.xgboost(9)_alpha133.283557433182
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2926
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
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5522.6165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4005
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
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.6605
UserCPU time millis
4865.156
UserCPU time millis testing
2.041
UserCPU time millis training
4863.115