Run
6796969

Run 6796969

Task 6566 (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)_boostergblinear
mlr.classif.xgboost(9)_eta0.00766102045333261
mlr.classif.xgboost(9)_subsample0.103678378928453
mlr.classif.xgboost(9)_lambda0.0136345248017588
mlr.classif.xgboost(9)_alpha0.00123994355844573
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds679
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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.87
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2612.2833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0419
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
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1598
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4606
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.2515
UserCPU time millis
1792.611
UserCPU time millis testing
1.122
UserCPU time millis training
1791.489