Run
7045058

Run 7045058

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.017177890230971
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight2.40217974978914
mlr.classif.xgboost(9)_subsample0.687611645250581
mlr.classif.xgboost(9)_colsample_bytree0.497478522825986
mlr.classif.xgboost(9)_colsample_bylevel0.284203222254291
mlr.classif.xgboost(9)_lambda0.451464088256719
mlr.classif.xgboost(9)_alpha2.21991207240142
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4956
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
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8521
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2467.896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0618
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
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.0518
UserCPU time millis
8069.808
UserCPU time millis testing
3.82
UserCPU time millis training
8065.988