OpenML
4371178

Run 4371178

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 05-07-2017 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)_eta0.00199196941806296
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight8.92429122092846
mlr.classif.xgboost(9)_subsample0.833190457103774
mlr.classif.xgboost(9)_colsample_bytree0.965168806025758
mlr.classif.xgboost(9)_colsample_bylevel0.803251682547852
mlr.classif.xgboost(9)_lambda30.706155303677
mlr.classif.xgboost(9)_alpha7.74113694581301
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4666
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
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.7506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1381
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.8251
UserCPU time millis
81.984
UserCPU time millis testing
0.511
UserCPU time millis training
81.473