Run
7316364

Run 7316364

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.00200047554317264
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight3.81899895653436
mlr.classif.xgboost(9)_subsample0.420980438333936
mlr.classif.xgboost(9)_colsample_bytree0.896059431834146
mlr.classif.xgboost(9)_colsample_bylevel0.671519460855052
mlr.classif.xgboost(9)_lambda246.691739641895
mlr.classif.xgboost(9)_alpha8.04815995771326
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3225
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
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1307.1377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1637
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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.7959
UserCPU time millis
16234.344
UserCPU time millis testing
5.433
UserCPU time millis training
16228.911