Run
6691913

Run 6691913

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 31-08-2017 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)_eta0.0604463210863945
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight17.9020083758445
mlr.classif.xgboost(9)_subsample0.264926096354611
mlr.classif.xgboost(9)_colsample_bytree0.0147906872443855
mlr.classif.xgboost(9)_colsample_bylevel0.498157093767077
mlr.classif.xgboost(9)_lambda0.003304928190433
mlr.classif.xgboost(9)_alpha0.0637056694328858
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1843
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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
895.2664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1729
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9198
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.3515
UserCPU time millis
3844.618
UserCPU time millis testing
2.173
UserCPU time millis training
3842.445