Run
6330391

Run 6330391

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.308098676278457
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight14.8205844429503
mlr.classif.xgboost(9)_subsample0.942592763854191
mlr.classif.xgboost(9)_colsample_bytree0.239353439304978
mlr.classif.xgboost(9)_colsample_bylevel0.443745891796425
mlr.classif.xgboost(9)_lambda303.140406894529
mlr.classif.xgboost(9)_alpha0.00216347957066695
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3460
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
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2185.1796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0802
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
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5514
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.516
UserCPU time millis
5817.53
UserCPU time millis testing
2.935
UserCPU time millis training
5814.595