Run
5849642

Run 5849642

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 13-07-2017 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)_eta0.02845737953679
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight14.7124919264886
mlr.classif.xgboost(9)_subsample0.731292921723798
mlr.classif.xgboost(9)_colsample_bytree0.981075021671131
mlr.classif.xgboost(9)_colsample_bylevel0.55882954923436
mlr.classif.xgboost(9)_lambda0.0977165753471191
mlr.classif.xgboost(9)_alpha0.0244881991045651
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3714
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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
406.0498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4476
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.2546
UserCPU time millis
47.363
UserCPU time millis testing
0.348
UserCPU time millis training
47.015