OpenML
2930100

Run 2930100

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 28-06-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot8 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.234970705359928
mlr.classif.xgboost(9)_subsample0.501925801392645
mlr.classif.xgboost(9)_lambda152.628418938288
mlr.classif.xgboost(9)_alpha0.0197706543116271
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds87
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
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1622.0193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1264
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
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.0107
UserCPU time millis
236.247
UserCPU time millis testing
0.829
UserCPU time millis training
235.418