Run
6284769

Run 6284769

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.231870661164126
mlr.classif.xgboost(9)_subsample0.886534206732176
mlr.classif.xgboost(9)_lambda16.1687248555155
mlr.classif.xgboost(9)_alpha41.3234174688943
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds797
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
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1406.8194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1376
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
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.3178
UserCPU time millis
1701.708
UserCPU time millis testing
1.194
UserCPU time millis training
1700.514