Run
1867123

Run 1867123

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)_eta0.165024507113684
mlr.classif.xgboost(4)_max_depth5
mlr.classif.xgboost(4)_min_child_weight1.50941503753686
mlr.classif.xgboost(4)_subsample0.736997402575798
mlr.classif.xgboost(4)_colsample_bytree0.505590631393716
mlr.classif.xgboost(4)_colsample_bylevel0.215887575177476
mlr.classif.xgboost(4)_lambda0.0173896789390643
mlr.classif.xgboost(4)_alpha0.00325603577174763
mlr.classif.xgboost(4)_nrounds4993
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
0.6114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
244.3671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4025
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
0.6114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0644
Cross-validation details (10-fold Crossvalidation)