OpenML
3236818

Run 3236818

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 30-06-2017 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)_eta0.0720912682495227
mlr.classif.xgboost(9)_subsample0.823570217634551
mlr.classif.xgboost(9)_lambda202.698624454666
mlr.classif.xgboost(9)_alpha0.36721373433181
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds210
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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1505.9078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1355
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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6877
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.3109
UserCPU time millis
507.372
UserCPU time millis testing
0.868
UserCPU time millis training
506.504