Run
6985718

Run 6985718

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)_eta0.00718192908215221
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.83052345709975
mlr.classif.xgboost(9)_subsample0.345532446214929
mlr.classif.xgboost(9)_colsample_bytree0.271454066969454
mlr.classif.xgboost(9)_colsample_bylevel0.467628086451441
mlr.classif.xgboost(9)_lambda0.0169850917093649
mlr.classif.xgboost(9)_alpha27.035912885271
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4746
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
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1451.3095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1496
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
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9289
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9289
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6208
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.2078
UserCPU time millis
8033.488
UserCPU time millis testing
3.55
UserCPU time millis training
8029.938