Run
6321957

Run 6321957

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)_eta0.047642634356068
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight12.0303530042441
mlr.classif.xgboost(9)_subsample0.693746442743577
mlr.classif.xgboost(9)_colsample_bytree0.998568567447364
mlr.classif.xgboost(9)_colsample_bylevel0.741500119445845
mlr.classif.xgboost(9)_lambda0.0203449993137353
mlr.classif.xgboost(9)_alpha0.0567429772166518
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2611
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
0.6852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
209.4945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2364
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
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.7289
UserCPU time millis
5033.277
UserCPU time millis testing
70.822
UserCPU time millis training
4962.455