Run
6424331

Run 6424331

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.712791083865564
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight23.5497624537513
mlr.classif.xgboost(9)_subsample0.243662140076049
mlr.classif.xgboost(9)_colsample_bytree0.556874569039792
mlr.classif.xgboost(9)_colsample_bylevel0.00386900524608791
mlr.classif.xgboost(9)_lambda0.00975648559025218
mlr.classif.xgboost(9)_alpha0.0326210684848161
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2726
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
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
921.3363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1615
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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.7007
UserCPU time millis
3849.74
UserCPU time millis testing
1.826
UserCPU time millis training
3847.914