Run
6827098

Run 6827098

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)_eta0.00157587350502423
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.93473477781024
mlr.classif.xgboost(9)_subsample0.159756846842356
mlr.classif.xgboost(9)_colsample_bytree0.20826981915161
mlr.classif.xgboost(9)_colsample_bylevel0.882823665160686
mlr.classif.xgboost(9)_lambda0.00355730213890171
mlr.classif.xgboost(9)_alpha0.16761630122873
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds527
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
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2821.1667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2904
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
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8842
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.3302
UserCPU time millis
1255.526
UserCPU time millis testing
1.52
UserCPU time millis training
1254.006