Run
6759542

Run 6759542

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)_eta0.00297391856841396
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight16.0649996426554
mlr.classif.xgboost(9)_subsample0.118782799993642
mlr.classif.xgboost(9)_colsample_bytree0.92131767119281
mlr.classif.xgboost(9)_colsample_bylevel0.620791558874771
mlr.classif.xgboost(9)_lambda0.0667032215243782
mlr.classif.xgboost(9)_alpha2.17984724814202
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1066
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
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
194.2941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2092
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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8684
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8641
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.8049
UserCPU time millis
2615.534
UserCPU time millis testing
1.801
UserCPU time millis training
2613.733