Run
6223799

Run 6223799

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 27-08-2017 by OpenML_Bot R
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  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00879227746202263
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight5.70016537202584
mlr.classif.xgboost(9)_subsample0.997545279189944
mlr.classif.xgboost(9)_colsample_bytree0.796025324147195
mlr.classif.xgboost(9)_colsample_bylevel0.762574660591781
mlr.classif.xgboost(9)_lambda0.00604045548218362
mlr.classif.xgboost(9)_alpha0.465988988843325
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds815
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2518.285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558
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
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.074
Total cost
UserCPU time millis
7840.936
UserCPU time millis testing
2.361
UserCPU time millis training
7838.575