Run
7323158

Run 7323158

Task 146085 (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)_eta0.385817332386491
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight19.1250470762011
mlr.classif.xgboost(9)_subsample0.305580218951218
mlr.classif.xgboost(9)_colsample_bytree0.848585147177801
mlr.classif.xgboost(9)_colsample_bylevel0.134487886913121
mlr.classif.xgboost(9)_lambda0.427178536545493
mlr.classif.xgboost(9)_alpha7.05921471871798
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds115
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9055
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1025.8694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1581
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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7797
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.7854
UserCPU time millis
217.264
UserCPU time millis testing
1.201
UserCPU time millis training
216.063