Run
7026674

Run 7026674

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)_eta0.00532835010675863
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight38.8222063012377
mlr.classif.xgboost(9)_subsample0.602171943848953
mlr.classif.xgboost(9)_colsample_bytree0.526991091202945
mlr.classif.xgboost(9)_colsample_bylevel0.845972734037787
mlr.classif.xgboost(9)_lambda0.0911404366432721
mlr.classif.xgboost(9)_alpha0.00787598247671308
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2276
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
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1274.691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1398
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7355
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.5998
UserCPU time millis
7503.196
UserCPU time millis testing
2.516
UserCPU time millis training
7500.68