Run
7227604

Run 7227604

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 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)_eta0.0491828164232029
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight43.003692613164
mlr.classif.xgboost(9)_subsample0.709286535857245
mlr.classif.xgboost(9)_colsample_bytree0.115486050257459
mlr.classif.xgboost(9)_colsample_bylevel0.598115778062493
mlr.classif.xgboost(9)_lambda0.229666941352464
mlr.classif.xgboost(9)_alpha0.232891424349789
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1871
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
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1296.3938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1364
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
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.0802
UserCPU time millis
2814.921
UserCPU time millis testing
1.71
UserCPU time millis training
2813.211