Run
6909260

Run 6909260

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)_eta0.0135804453618697
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight25.8300996525518
mlr.classif.xgboost(9)_subsample0.160032317461446
mlr.classif.xgboost(9)_colsample_bytree0.0979406870901585
mlr.classif.xgboost(9)_colsample_bylevel0.238932044943795
mlr.classif.xgboost(9)_lambda0.578810167704095
mlr.classif.xgboost(9)_alpha88.5796973432541
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds120
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
0.6214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5521.3296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4005
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
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1867
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.6207
UserCPU time millis
213.652
UserCPU time millis testing
1.03
UserCPU time millis training
212.622