OpenML
3185337

Run 3185337

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 30-06-2017 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)_eta0.00415052143863651
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight31.1305008688313
mlr.classif.xgboost(9)_subsample0.305765322805382
mlr.classif.xgboost(9)_colsample_bytree0.674957516603172
mlr.classif.xgboost(9)_colsample_bylevel0.818609522189945
mlr.classif.xgboost(9)_lambda6.55310502684433
mlr.classif.xgboost(9)_alpha0.0733949616296766
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds224
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
0.7859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3327.5059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3158
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
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9177
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.1501
UserCPU time millis
629.139
UserCPU time millis testing
0.223
UserCPU time millis training
628.916