Run
1867128

Run 1867128

Task 9970 (Supervised Classification) hill-valley Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.223439725908231
mlr.classif.xgboost(4)_max_depth3
mlr.classif.xgboost(4)_min_child_weight13.7905959579865
mlr.classif.xgboost(4)_subsample0.549823868344538
mlr.classif.xgboost(4)_colsample_bytree0.857977281557396
mlr.classif.xgboost(4)_colsample_bylevel0.911373385693878
mlr.classif.xgboost(4)_lambda0.17929120451759
mlr.classif.xgboost(4)_alpha0.0260701207114097
mlr.classif.xgboost(4)_nrounds3634
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.6606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.9681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9953
Cross-validation details (10-fold Crossvalidation)