Run
6304322

Run 6304322

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)_eta0.952778127695431
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight2.03464746285851
mlr.classif.xgboost(9)_subsample0.541389823658392
mlr.classif.xgboost(9)_colsample_bytree0.515470548300073
mlr.classif.xgboost(9)_colsample_bylevel0.321690815966576
mlr.classif.xgboost(9)_lambda1.02777810098223
mlr.classif.xgboost(9)_alpha81.5511066355479
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1306
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
0.6992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1784.2066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2592
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
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.1306
UserCPU time millis
507.63
UserCPU time millis testing
5.916
UserCPU time millis training
501.714