Run
7480807

Run 7480807

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.0212988026626526
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight11.8114732265935
mlr.classif.xgboost(9)_subsample0.860095641459338
mlr.classif.xgboost(9)_colsample_bytree0.465051854029298
mlr.classif.xgboost(9)_colsample_bylevel0.361876404378563
mlr.classif.xgboost(9)_lambda0.015855078495499
mlr.classif.xgboost(9)_alpha0.13180516109156
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds581
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
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2209.0249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0804
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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5394
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.8305
UserCPU time millis
1493.572
UserCPU time millis testing
1.638
UserCPU time millis training
1491.934