Run
6261295

Run 6261295

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.00687378627633168
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight9.90946678540032
mlr.classif.xgboost(9)_subsample0.610040943068452
mlr.classif.xgboost(9)_colsample_bytree0.207620265427977
mlr.classif.xgboost(9)_colsample_bylevel0.834293275140226
mlr.classif.xgboost(9)_lambda47.7776626105733
mlr.classif.xgboost(9)_alpha1.67211706024435
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4955
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
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2071.0668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.092
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
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5712
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1232.3383
UserCPU time millis
10772.92
UserCPU time millis testing
4.499
UserCPU time millis training
10768.421