Run
6866287

Run 6866287

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.0145983351432086
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight5.77496316633201
mlr.classif.xgboost(9)_subsample0.391384939244017
mlr.classif.xgboost(9)_colsample_bytree0.0879282797686756
mlr.classif.xgboost(9)_colsample_bylevel0.576989870518446
mlr.classif.xgboost(9)_lambda0.0100235699255294
mlr.classif.xgboost(9)_alpha0.00391521704792044
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2352
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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2140.0504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.087
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5565
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.0303
UserCPU time millis
3553.958
UserCPU time millis testing
2.294
UserCPU time millis training
3551.664