Run
6423718

Run 6423718

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.0173809085284825
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight27.6644077033203
mlr.classif.xgboost(9)_subsample0.867072500661015
mlr.classif.xgboost(9)_colsample_bytree0.656966624548659
mlr.classif.xgboost(9)_colsample_bylevel0.779866168973967
mlr.classif.xgboost(9)_lambda50.8229738701485
mlr.classif.xgboost(9)_alpha0.650540734014181
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds665
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
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1818.1173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1096
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
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.5314
UserCPU time millis
2864.598
UserCPU time millis testing
1.329
UserCPU time millis training
2863.269