Run
5846591

Run 5846591

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)_eta0.00126367605863727
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight27.2038519304331
mlr.classif.xgboost(9)_subsample0.733013523183763
mlr.classif.xgboost(9)_colsample_bytree0.43670165585354
mlr.classif.xgboost(9)_colsample_bylevel0.623354460112751
mlr.classif.xgboost(9)_lambda0.0119465116536218
mlr.classif.xgboost(9)_alpha0.223038340713301
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4809
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
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.5064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.384
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8249
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.3557
UserCPU time millis
54.513
UserCPU time millis testing
0.458
UserCPU time millis training
54.055