Run
1867113

Run 1867113

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)_boostergblinear
mlr.classif.xgboost(4)_eta0.00235958961432384
mlr.classif.xgboost(4)_subsample0.493657417898066
mlr.classif.xgboost(4)_lambda17.1289015807437
mlr.classif.xgboost(4)_alpha7.94667420341481
mlr.classif.xgboost(4)_nrounds3212
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
0.6848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.4516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4921
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
0.6931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9861
Cross-validation details (10-fold Crossvalidation)