Run
7473413

Run 7473413

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.158343156867514
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight1.73123361354262
mlr.classif.xgboost(9)_subsample0.340908894338645
mlr.classif.xgboost(9)_colsample_bytree0.743630150333047
mlr.classif.xgboost(9)_colsample_bylevel0.0946551207453012
mlr.classif.xgboost(9)_lambda0.00526558625361956
mlr.classif.xgboost(9)_alpha29.3830842903979
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds559
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
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1348.6544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1563
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
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.6839
UserCPU time millis
895.53
UserCPU time millis testing
1.184
UserCPU time millis training
894.346