Run
7499711

Run 7499711

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.00723039979169506
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight32.8067831543368
mlr.classif.xgboost(9)_subsample0.957534601353109
mlr.classif.xgboost(9)_colsample_bytree0.292542171431705
mlr.classif.xgboost(9)_colsample_bylevel0.281516730319709
mlr.classif.xgboost(9)_lambda0.0221782104634797
mlr.classif.xgboost(9)_alpha97.4667175291306
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4676
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
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
712.4321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1984
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
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2949
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8498
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.3465
UserCPU time millis
7340.581
UserCPU time millis testing
2.791
UserCPU time millis training
7337.79