OpenML
6240165

Run 6240165

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0866453007785352
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight41.1108956105534
mlr.classif.xgboost(9)_subsample0.645610846276395
mlr.classif.xgboost(9)_colsample_bytree0.55224558361806
mlr.classif.xgboost(9)_colsample_bylevel0.815237369388342
mlr.classif.xgboost(9)_lambda6.17907675192956
mlr.classif.xgboost(9)_alpha3.92706483794936
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4405
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
0.4437
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5019
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
0.473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0042
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.6896
UserCPU time millis
44.475
UserCPU time millis testing
0.241
UserCPU time millis training
44.234