Run
6431550

Run 6431550

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)_eta0.00103566845820448
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight25.4729475067497
mlr.classif.xgboost(9)_subsample0.790696098981425
mlr.classif.xgboost(9)_colsample_bytree0.851878207409754
mlr.classif.xgboost(9)_colsample_bylevel0.164435487939045
mlr.classif.xgboost(9)_lambda0.00304371957395315
mlr.classif.xgboost(9)_alpha1.02300570245353
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2806
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
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1210.5756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1688
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
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7133
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.5504
UserCPU time millis
6131.237
UserCPU time millis testing
3.673
UserCPU time millis training
6127.564