Run
6764999

Run 6764999

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.0250301872850429
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight53.6347649253334
mlr.classif.xgboost(9)_subsample0.710259710648097
mlr.classif.xgboost(9)_colsample_bytree0.625759188551456
mlr.classif.xgboost(9)_colsample_bylevel0.891575847519562
mlr.classif.xgboost(9)_lambda106.848371167541
mlr.classif.xgboost(9)_alpha0.0252327786152646
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3159
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
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1228.5872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1399
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
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9271
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7373
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.9749
Total cost
UserCPU time millis
9956.412
UserCPU time millis testing
2.908
UserCPU time millis training
9953.504