Run
6890973

Run 6890973

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)_eta0.074238309571457
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight3.77607355055015
mlr.classif.xgboost(9)_subsample0.229680079314858
mlr.classif.xgboost(9)_colsample_bytree0.36442624614574
mlr.classif.xgboost(9)_colsample_bylevel0.149899953277782
mlr.classif.xgboost(9)_lambda177.189423072418
mlr.classif.xgboost(9)_alpha0.0194013566579896
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4711
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
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1926.8078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1019
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
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9472
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5967
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.4475
UserCPU time millis
6983.319
UserCPU time millis testing
3.324
UserCPU time millis training
6979.995