Run
6547769

Run 6547769

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 30-08-2017 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)_eta0.00175533475972929
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.17461118032463
mlr.classif.xgboost(9)_subsample0.814130324451253
mlr.classif.xgboost(9)_colsample_bytree0.365468667121604
mlr.classif.xgboost(9)_colsample_bylevel0.520766556495801
mlr.classif.xgboost(9)_lambda664.432125303344
mlr.classif.xgboost(9)_alpha0.00981655534640622
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3182
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1284.0308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1768
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
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.5035
UserCPU time millis
13364.787
UserCPU time millis testing
7.357
UserCPU time millis training
13357.43