Run
6357867

Run 6357867

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 29-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot24 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)_eta0.0245864720566877
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight19.5706110515529
mlr.classif.xgboost(9)_subsample0.28445890317671
mlr.classif.xgboost(9)_colsample_bytree0.660585834179074
mlr.classif.xgboost(9)_colsample_bylevel0.678770021768287
mlr.classif.xgboost(9)_lambda0.179281427622952
mlr.classif.xgboost(9)_alpha0.0227853087304431
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2810
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
0.4327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.0561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0028
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.8094
UserCPU time millis
27.701
UserCPU time millis testing
0.149
UserCPU time millis training
27.552