Run
6805769

Run 6805769

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.143317054653196
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight11.8873217456468
mlr.classif.xgboost(9)_subsample0.469668918126263
mlr.classif.xgboost(9)_colsample_bytree0.916151073062792
mlr.classif.xgboost(9)_colsample_bylevel0.6288731910754
mlr.classif.xgboost(9)_lambda0.292818809165291
mlr.classif.xgboost(9)_alpha21.3603347839785
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4030
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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1824.3547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1101
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
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.8961
UserCPU time millis
9256.628
UserCPU time millis testing
2.54
UserCPU time millis training
9254.088