Run
7231850

Run 7231850

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.00142919681888995
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight1.01475530676366
mlr.classif.xgboost(9)_subsample0.178672289825045
mlr.classif.xgboost(9)_colsample_bytree0.489405958680436
mlr.classif.xgboost(9)_colsample_bylevel0.845800393493846
mlr.classif.xgboost(9)_lambda232.998035596376
mlr.classif.xgboost(9)_alpha1.19515965314787
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3201
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
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-420.7856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.235
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
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8067
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.7164
UserCPU time millis
10890.301
UserCPU time millis testing
4.863
UserCPU time millis training
10885.438