Run
6772382

Run 6772382

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)_eta0.00276777052408817
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.93641429734061
mlr.classif.xgboost(9)_subsample0.632602773141116
mlr.classif.xgboost(9)_colsample_bytree0.776614625472575
mlr.classif.xgboost(9)_colsample_bylevel0.664412878453732
mlr.classif.xgboost(9)_lambda0.183263359563576
mlr.classif.xgboost(9)_alpha25.4757271130314
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2085
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1918.2822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1107
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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.4045
UserCPU time millis
13934.499
UserCPU time millis testing
3.72
UserCPU time millis training
13930.779