Run
7173980

Run 7173980

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)_eta0.0690144905642716
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight18.8264656204456
mlr.classif.xgboost(9)_subsample0.318378414469771
mlr.classif.xgboost(9)_colsample_bytree0.63019427517429
mlr.classif.xgboost(9)_colsample_bylevel0.649415220366791
mlr.classif.xgboost(9)_lambda0.320626682443136
mlr.classif.xgboost(9)_alpha0.00181431854203993
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2524
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
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1643.4912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1147
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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6737
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.2029
UserCPU time millis
5950.772
UserCPU time millis testing
2.412
UserCPU time millis training
5948.36