Run
6939909

Run 6939909

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)_eta0.867437917070972
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight9.55411578633566
mlr.classif.xgboost(9)_subsample0.535236632078886
mlr.classif.xgboost(9)_colsample_bytree0.699483902426437
mlr.classif.xgboost(9)_colsample_bylevel0.604369763052091
mlr.classif.xgboost(9)_lambda568.112429485408
mlr.classif.xgboost(9)_alpha0.355472710642011
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3758
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
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2288.9368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0709
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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5256
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.7255
UserCPU time millis
11485.446
UserCPU time millis testing
3.462
UserCPU time millis training
11481.984