OpenML
6241294

Run 6241294

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)_eta0.0430824974057718
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.58336659520101
mlr.classif.xgboost(9)_subsample0.12372154223267
mlr.classif.xgboost(9)_colsample_bytree0.606393499998376
mlr.classif.xgboost(9)_colsample_bylevel0.62139222631231
mlr.classif.xgboost(9)_lambda0.00367768812057656
mlr.classif.xgboost(9)_alpha7.64010803301508
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3364
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
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.2186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4165
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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8668
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.7196
UserCPU time millis
31.644
UserCPU time millis testing
0.197
UserCPU time millis training
31.447