OpenML
6278001

Run 6278001

Task 145854 (Supervised Classification) nomao Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot20 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)_eta0.562380406275871
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight6.59423204389183
mlr.classif.xgboost(9)_subsample0.316303227911703
mlr.classif.xgboost(9)_colsample_bytree0.755736328195781
mlr.classif.xgboost(9)_colsample_bylevel0.249102080939338
mlr.classif.xgboost(9)_lambda0.00371910544988703
mlr.classif.xgboost(9)_alpha65.0053998748977
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3486
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
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28240.5043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0769
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.4879
UserCPU time millis
7543.383
UserCPU time millis testing
12.565
UserCPU time millis training
7530.818