Run
6727917

Run 6727917

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)_eta0.00176248877597228
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight2.00735535890079
mlr.classif.xgboost(9)_subsample0.279010010440834
mlr.classif.xgboost(9)_colsample_bytree0.435560202458873
mlr.classif.xgboost(9)_colsample_bylevel0.066824360517785
mlr.classif.xgboost(9)_lambda0.0111896405096776
mlr.classif.xgboost(9)_alpha0.0171745100029043
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4773
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
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2041.2723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1014
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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.998
UserCPU time millis
7421.85
UserCPU time millis testing
5.621
UserCPU time millis training
7416.229