Run
7113087

Run 7113087

Task 6566 (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
  • 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)_eta0.0278496941374743
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight1.22147644500667
mlr.classif.xgboost(9)_subsample0.328362330887467
mlr.classif.xgboost(9)_colsample_bytree0.0834623577538878
mlr.classif.xgboost(9)_colsample_bylevel0.560589493717998
mlr.classif.xgboost(9)_lambda0.395340486288776
mlr.classif.xgboost(9)_alpha0.00680312603966535
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4837
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2635.6726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0484
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
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4369
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.6518
UserCPU time millis
7356.052
UserCPU time millis testing
4.15
UserCPU time millis training
7351.902