Run
6854243

Run 6854243

Task 6566 (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)_eta0.309317748511238
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight17.6340943796131
mlr.classif.xgboost(9)_subsample0.259814017405734
mlr.classif.xgboost(9)_colsample_bytree0.52682670368813
mlr.classif.xgboost(9)_colsample_bylevel0.318356300471351
mlr.classif.xgboost(9)_lambda0.00100965749904724
mlr.classif.xgboost(9)_alpha0.0420536706369832
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds873
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
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1388.9448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1279
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
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7123
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.9653
UserCPU time millis
1417.521
UserCPU time millis testing
1.557
UserCPU time millis training
1415.964