Run
6877179

Run 6877179

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)_eta0.0235147922847158
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight49.8133333640772
mlr.classif.xgboost(9)_subsample0.42588404007256
mlr.classif.xgboost(9)_colsample_bytree0.605701698223129
mlr.classif.xgboost(9)_colsample_bylevel0.113688470097259
mlr.classif.xgboost(9)_lambda12.6702728266892
mlr.classif.xgboost(9)_alpha0.0120392771637528
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1904
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
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5742
Cross-validation details (10-fold Crossvalidation)
KB relative information score
627.2804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1774
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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8247
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.6167
UserCPU time millis
2889.965
UserCPU time millis testing
1.654
UserCPU time millis training
2888.311