Run
6853311

Run 6853311

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.0312820414305967
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight42.9084667201296
mlr.classif.xgboost(9)_subsample0.439040865795687
mlr.classif.xgboost(9)_colsample_bytree0.563984157051891
mlr.classif.xgboost(9)_colsample_bylevel0.417683059349656
mlr.classif.xgboost(9)_lambda0.0485244368060433
mlr.classif.xgboost(9)_alpha0.0212981450778664
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1261
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
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1034.7606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1529
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6347
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.0529
UserCPU time millis
2435.776
UserCPU time millis testing
1.513
UserCPU time millis training
2434.263