Run
6857260

Run 6857260

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.792376492821587
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight36.4562178634418
mlr.classif.xgboost(9)_subsample0.679179547261447
mlr.classif.xgboost(9)_colsample_bytree0.0153543052729219
mlr.classif.xgboost(9)_colsample_bylevel0.783421193948016
mlr.classif.xgboost(9)_lambda0.340416653563384
mlr.classif.xgboost(9)_alpha0.791489476514034
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2763
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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1486.4193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1216
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.707
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.5755
UserCPU time millis
4033.009
UserCPU time millis testing
2.397
UserCPU time millis training
4030.612