Run
7474098

Run 7474098

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.211230322293554
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight4.89831427964161
mlr.classif.xgboost(9)_subsample0.433888264116831
mlr.classif.xgboost(9)_colsample_bytree0.977035095682368
mlr.classif.xgboost(9)_colsample_bylevel0.419931261334568
mlr.classif.xgboost(9)_lambda0.00170925135219059
mlr.classif.xgboost(9)_alpha0.0421846360829036
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds332
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
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2484.2583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0569
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
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4755
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.0019
UserCPU time millis
1247.646
UserCPU time millis testing
1.167
UserCPU time millis training
1246.479