OpenML
6298934

Run 6298934

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)_eta0.0317030885896291
mlr.classif.xgboost(9)_min_child_weight23.4638498312084
mlr.classif.xgboost(9)_subsample0.924256087932736
mlr.classif.xgboost(9)_colsample_bytree0.845737801864743
mlr.classif.xgboost(9)_colsample_bylevel0.392559127183631
mlr.classif.xgboost(9)_lambda361.244685772296
mlr.classif.xgboost(9)_alpha0.0086019590649539
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4697
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
0.713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-701.8033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2497
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
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.4143
UserCPU time millis
5022.103
UserCPU time millis testing
103.165
UserCPU time millis training
4918.938