Run
7130557

Run 7130557

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)_eta0.501110950590005
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight1.81002255335395
mlr.classif.xgboost(9)_subsample0.201613200269639
mlr.classif.xgboost(9)_colsample_bytree0.864328979514539
mlr.classif.xgboost(9)_colsample_bylevel0.386277332203463
mlr.classif.xgboost(9)_lambda2.04169691364862
mlr.classif.xgboost(9)_alpha0.00156043598879995
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1623
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
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8581
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2566.6873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0478
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.5375
UserCPU time millis
3703.745
UserCPU time millis testing
2.178
UserCPU time millis training
3701.567