Run
7014086

Run 7014086

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)_eta0.0667169240340863
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight6.84636704861104
mlr.classif.xgboost(9)_subsample0.546955296304077
mlr.classif.xgboost(9)_colsample_bytree0.613258673110977
mlr.classif.xgboost(9)_colsample_bylevel0.520471136784181
mlr.classif.xgboost(9)_lambda36.3442310935561
mlr.classif.xgboost(9)_alpha0.00341512704379915
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3302
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
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2353.8018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.067
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
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.7376
UserCPU time millis
8602.155
UserCPU time millis testing
3.426
UserCPU time millis training
8598.729