Run
6770846

Run 6770846

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.00388818843916736
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight79.1965866581029
mlr.classif.xgboost(9)_subsample0.601112945494242
mlr.classif.xgboost(9)_colsample_bytree0.462364412844181
mlr.classif.xgboost(9)_colsample_bylevel0.628101762384176
mlr.classif.xgboost(9)_lambda178.338720002793
mlr.classif.xgboost(9)_alpha62.8154913042098
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds446
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
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3567.0559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.326
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
1.353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0285
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.3613
UserCPU time millis
960.506
UserCPU time millis testing
1.251
UserCPU time millis training
959.255