Run
6853964

Run 6853964

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)_eta0.00904273473981075
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight88.7741533641901
mlr.classif.xgboost(9)_subsample0.875019331718795
mlr.classif.xgboost(9)_colsample_bytree0.71080849901773
mlr.classif.xgboost(9)_colsample_bylevel0.303778822533786
mlr.classif.xgboost(9)_lambda0.0136548550584416
mlr.classif.xgboost(9)_alpha0.0318449023008599
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds669
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
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
748.1475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1788
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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8169
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.7158
UserCPU time millis
1538.341
UserCPU time millis testing
1.352
UserCPU time millis training
1536.989