Run
6715316

Run 6715316

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)_eta0.137114684092788
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight29.5513478621202
mlr.classif.xgboost(9)_subsample0.980159491836093
mlr.classif.xgboost(9)_colsample_bytree0.543611517641693
mlr.classif.xgboost(9)_colsample_bylevel0.743048441130668
mlr.classif.xgboost(9)_lambda0.00763919544332226
mlr.classif.xgboost(9)_alpha25.8929155175689
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds270
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
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1704.0773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1213
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
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6446
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.0496
UserCPU time millis
694.217
UserCPU time millis testing
1.122
UserCPU time millis training
693.095