Run
6736587

Run 6736587

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)_eta0.621677002538456
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.80766050452732
mlr.classif.xgboost(9)_subsample0.977598839695565
mlr.classif.xgboost(9)_colsample_bytree0.295421126065776
mlr.classif.xgboost(9)_colsample_bylevel0.700619207229465
mlr.classif.xgboost(9)_lambda0.00260936908673461
mlr.classif.xgboost(9)_alpha0.00190600676173676
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1178
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
0.9735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2736.0105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.034
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
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.3594
UserCPU time millis
3436.383
UserCPU time millis testing
1.975
UserCPU time millis training
3434.408