Run
7140226

Run 7140226

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.0070240628639173
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight21.6862085224847
mlr.classif.xgboost(9)_subsample0.643708269926719
mlr.classif.xgboost(9)_colsample_bytree0.138417358975857
mlr.classif.xgboost(9)_colsample_bylevel0.230960357468575
mlr.classif.xgboost(9)_lambda0.544813579123433
mlr.classif.xgboost(9)_alpha0.0735808682854385
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4361
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
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6397
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1490.0203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1367
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
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.8173
UserCPU time millis
6254.42
UserCPU time millis testing
2.734
UserCPU time millis training
6251.686