Run
7270057

Run 7270057

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 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)_eta0.157074213043172
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight9.15095202623785
mlr.classif.xgboost(9)_subsample0.695445891632698
mlr.classif.xgboost(9)_colsample_bytree0.489512732252479
mlr.classif.xgboost(9)_colsample_bylevel0.865679922280833
mlr.classif.xgboost(9)_lambda18.9060503889741
mlr.classif.xgboost(9)_alpha1.46626150200789
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1117
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2371.1181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0656
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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5051
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.024
UserCPU time millis
3863.825
UserCPU time millis testing
1.944
UserCPU time millis training
3861.881