Run
1867217

Run 1867217

Task 3889 (Supervised Classification) sylva_agnostic 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)_eta0.0229797095933896
mlr.classif.xgboost(4)_max_depth9
mlr.classif.xgboost(4)_min_child_weight24.2461235770932
mlr.classif.xgboost(4)_subsample0.191052171587944
mlr.classif.xgboost(4)_colsample_bytree0.729866169858724
mlr.classif.xgboost(4)_colsample_bylevel0.717707714997232
mlr.classif.xgboost(4)_lambda1.15874373559988
mlr.classif.xgboost(4)_alpha2.84633398916725
mlr.classif.xgboost(4)_nrounds4770
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
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10391.8819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4426
Cross-validation details (10-fold Crossvalidation)