Run
7032603

Run 7032603

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.0240612455990084
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight8.45963343293811
mlr.classif.xgboost(9)_subsample0.379374990263022
mlr.classif.xgboost(9)_colsample_bytree0.609624092234299
mlr.classif.xgboost(9)_colsample_bylevel0.186782082775608
mlr.classif.xgboost(9)_lambda46.8077643273175
mlr.classif.xgboost(9)_alpha0.041623581800818
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4567
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
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2015.502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0946
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
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.583
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.9577
UserCPU time millis
7709.812
UserCPU time millis testing
3.489
UserCPU time millis training
7706.323