Run
6734514

Run 6734514

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.0286831332245019
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight51.7509392541891
mlr.classif.xgboost(9)_subsample0.408430608245544
mlr.classif.xgboost(9)_colsample_bytree0.385860329726711
mlr.classif.xgboost(9)_colsample_bylevel0.382681793766096
mlr.classif.xgboost(9)_lambda20.5639610696663
mlr.classif.xgboost(9)_alpha8.17419570358462
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds863
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
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
454.8167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1858
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
0.9178
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
0.7714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8454
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1243.4775
UserCPU time millis
1528.344
UserCPU time millis testing
1.603
UserCPU time millis training
1526.741