OpenML
6356010

Run 6356010

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)_eta0.307270936241269
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight9.23462533475289
mlr.classif.xgboost(9)_subsample0.928261262597516
mlr.classif.xgboost(9)_colsample_bytree0.96053427667357
mlr.classif.xgboost(9)_colsample_bylevel0.304541080025956
mlr.classif.xgboost(9)_lambda6.20095453888812
mlr.classif.xgboost(9)_alpha0.056168066887642
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1834
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
474.526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0931
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
0.1863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2426
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.5293
UserCPU time millis
24.363
UserCPU time millis testing
0.216
UserCPU time millis training
24.147