Run
6315659

Run 6315659

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)_eta0.035554691779209
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.84277976340211
mlr.classif.xgboost(9)_subsample0.124190926086158
mlr.classif.xgboost(9)_colsample_bytree0.609101168112829
mlr.classif.xgboost(9)_colsample_bylevel0.42489153961651
mlr.classif.xgboost(9)_lambda0.00374210579962004
mlr.classif.xgboost(9)_alpha8.57541523576583
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1335
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
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1038.2486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2536
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
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.8986
UserCPU time millis
1259.024
UserCPU time millis testing
27.755
UserCPU time millis training
1231.269