Run
6313319

Run 6313319

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)_eta0.335301114476165
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight14.7227369146354
mlr.classif.xgboost(9)_subsample0.691318588447757
mlr.classif.xgboost(9)_colsample_bytree0.756700007710606
mlr.classif.xgboost(9)_colsample_bylevel0.844731908291578
mlr.classif.xgboost(9)_lambda368.220679448393
mlr.classif.xgboost(9)_alpha0.0744482645890754
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1982
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
0.712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-877.6976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.251
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
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9524
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.3384
UserCPU time millis
1329.367
UserCPU time millis testing
18.56
UserCPU time millis training
1310.807