Run
6356542

Run 6356542

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 29-08-2017 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)_eta0.241820204885519
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight4.03412219301698
mlr.classif.xgboost(9)_subsample0.299072607187554
mlr.classif.xgboost(9)_colsample_bytree0.669450010638684
mlr.classif.xgboost(9)_colsample_bylevel0.371381321921945
mlr.classif.xgboost(9)_lambda0.366613289433344
mlr.classif.xgboost(9)_alpha0.0042847103895037
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3566
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
1
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
1
Cross-validation details (10-fold Crossvalidation)
KB relative information score
455.1655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1133
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
1
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
1
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.289
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.6981
UserCPU time millis
40.106
UserCPU time millis testing
0.364
UserCPU time millis training
39.742