Run
7504283

Run 7504283

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.00871667015478181
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight29.908601858786
mlr.classif.xgboost(9)_subsample0.608630971377715
mlr.classif.xgboost(9)_colsample_bytree0.608087629079819
mlr.classif.xgboost(9)_colsample_bylevel0.438252418302
mlr.classif.xgboost(9)_lambda0.0359704137691607
mlr.classif.xgboost(9)_alpha0.0695219294373459
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1055
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
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1330.7056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1396
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
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5794
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.2436
UserCPU time millis
2762.445
UserCPU time millis testing
2.211
UserCPU time millis training
2760.234