Run
7091086

Run 7091086

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.0156795661692908
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight61.3548864617763
mlr.classif.xgboost(9)_subsample0.596790575725026
mlr.classif.xgboost(9)_colsample_bytree0.528527633519843
mlr.classif.xgboost(9)_colsample_bylevel0.697151263477281
mlr.classif.xgboost(9)_lambda0.0171786494614321
mlr.classif.xgboost(9)_alpha0.0682636526131772
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds963
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
0.82
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
928.7564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1619
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
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.0869
UserCPU time millis
2494.197
UserCPU time millis testing
1.631
UserCPU time millis training
2492.566