Run
6915877

Run 6915877

Task 6566 (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
  • AzureBot7 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)_eta0.0428977874440159
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight3.95630178613044
mlr.classif.xgboost(9)_subsample0.731192388548516
mlr.classif.xgboost(9)_colsample_bytree0.561628688825294
mlr.classif.xgboost(9)_colsample_bylevel0.703663197811693
mlr.classif.xgboost(9)_lambda6.41814830369085
mlr.classif.xgboost(9)_alpha0.705084628332975
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3191
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
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2613.5896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0473
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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.4994
UserCPU time millis
12981.925
UserCPU time millis testing
4.203
UserCPU time millis training
12977.722