Run
6774391

Run 6774391

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.185693184924861
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight122.163982066253
mlr.classif.xgboost(9)_subsample0.84255253165029
mlr.classif.xgboost(9)_colsample_bytree0.544788871426135
mlr.classif.xgboost(9)_colsample_bylevel0.065241168718785
mlr.classif.xgboost(9)_lambda0.578435072768425
mlr.classif.xgboost(9)_alpha0.0341373625609632
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1337
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
0.7781
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
316.5992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1857
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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.304
UserCPU time millis
2063.559
UserCPU time millis testing
1.334
UserCPU time millis training
2062.225