Run
6241103

Run 6241103

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot25 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)_eta0.241921132920519
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight9.53316629975674
mlr.classif.xgboost(9)_subsample0.211802638857625
mlr.classif.xgboost(9)_colsample_bytree0.348070689011365
mlr.classif.xgboost(9)_colsample_bylevel0.727385368198156
mlr.classif.xgboost(9)_lambda0.0151709534520752
mlr.classif.xgboost(9)_alpha16.0061505683901
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds600
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
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1148.6412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.5478
UserCPU time millis
1014.784
UserCPU time millis testing
1.173
UserCPU time millis training
1013.611