Run
6280977

Run 6280977

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot15 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)_eta0.0029250316176792
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight22.2272500786014
mlr.classif.xgboost(9)_subsample0.280664939479902
mlr.classif.xgboost(9)_colsample_bytree0.692986411275342
mlr.classif.xgboost(9)_colsample_bylevel0.786894561955705
mlr.classif.xgboost(9)_lambda0.00720267724160988
mlr.classif.xgboost(9)_alpha0.408685436322991
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds595
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
0.7061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11806.141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.305
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.6335
UserCPU time millis
1069.203
UserCPU time millis testing
15.717
UserCPU time millis training
1053.486