Run
6325331

Run 6325331

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00680310032622503
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight1.64938450712471
mlr.classif.xgboost(9)_subsample0.796517197880894
mlr.classif.xgboost(9)_colsample_bytree0.274946551537141
mlr.classif.xgboost(9)_colsample_bylevel0.482981333974749
mlr.classif.xgboost(9)_lambda2.57740890214465
mlr.classif.xgboost(9)_alpha0.0429339866276955
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds245
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
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1469.9999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.165
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1239.4648
UserCPU time millis
804.637
UserCPU time millis testing
1.39
UserCPU time millis training
803.247