Run
6805405

Run 6805405

Task 6566 (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)_eta0.0138778084754293
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight33.8040060603068
mlr.classif.xgboost(9)_subsample0.227868737257086
mlr.classif.xgboost(9)_colsample_bytree0.563381935236976
mlr.classif.xgboost(9)_colsample_bylevel0.258385757682845
mlr.classif.xgboost(9)_lambda0.00227773005008446
mlr.classif.xgboost(9)_alpha2.51499464493426
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4346
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
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
420.5947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1835
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
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.844
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.1266
UserCPU time millis
6622.734
UserCPU time millis testing
2.472
UserCPU time millis training
6620.262