Run
6408511

Run 6408511

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.0710274494848214
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.05683830752066
mlr.classif.xgboost(9)_subsample0.893075919430703
mlr.classif.xgboost(9)_colsample_bytree0.0626971938181669
mlr.classif.xgboost(9)_colsample_bylevel0.258504822617397
mlr.classif.xgboost(9)_lambda402.285469246412
mlr.classif.xgboost(9)_alpha1.23706617880999
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3155
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
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2294.3316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0781
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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5146
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.5814
UserCPU time millis
5034.037
UserCPU time millis testing
5.42
UserCPU time millis training
5028.617