Run
6714216

Run 6714216

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.632362701372422
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.26401381563102
mlr.classif.xgboost(9)_subsample0.107285295636393
mlr.classif.xgboost(9)_colsample_bytree0.642239734064788
mlr.classif.xgboost(9)_colsample_bylevel0.718089623609558
mlr.classif.xgboost(9)_lambda0.0124958859724706
mlr.classif.xgboost(9)_alpha1.19180463799245
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1533
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
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2519.6161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0493
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
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5072
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.6687
UserCPU time millis
3449.127
UserCPU time millis testing
1.84
UserCPU time millis training
3447.287