Run
7116993

Run 7116993

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.0232783629485339
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight12.3266405716459
mlr.classif.xgboost(9)_subsample0.48427807893604
mlr.classif.xgboost(9)_colsample_bytree0.331733566010371
mlr.classif.xgboost(9)_colsample_bylevel0.76376722054556
mlr.classif.xgboost(9)_lambda0.215185379158173
mlr.classif.xgboost(9)_alpha1.59096760309095
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds320
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
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1914.2113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1046
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
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.8807
UserCPU time millis
841.771
UserCPU time millis testing
1.097
UserCPU time millis training
840.674