Run
6291951

Run 6291951

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)_eta0.0151509138952671
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight13.2160136078879
mlr.classif.xgboost(9)_subsample0.431722530163825
mlr.classif.xgboost(9)_colsample_bytree0.730650391895324
mlr.classif.xgboost(9)_colsample_bylevel0.590705296257511
mlr.classif.xgboost(9)_lambda0.0143518431941355
mlr.classif.xgboost(9)_alpha0.0126828814275057
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4657
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
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-116.2435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2403
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
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.8859
UserCPU time millis
8312.637
UserCPU time millis testing
175.031
UserCPU time millis training
8137.606