Run
7058295

Run 7058295

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)_eta0.106899022954073
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight33.1325736885267
mlr.classif.xgboost(9)_subsample0.285932097258046
mlr.classif.xgboost(9)_colsample_bytree0.799707432743162
mlr.classif.xgboost(9)_colsample_bylevel0.869824685854837
mlr.classif.xgboost(9)_lambda502.472240747702
mlr.classif.xgboost(9)_alpha1.26196721059014
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4473
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
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
884.9717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1629
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
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1220.285
UserCPU time millis
9987.5
UserCPU time millis testing
3.124
UserCPU time millis training
9984.376