Run
1854611

Run 1854611

Task 9889 (Supervised Classification) wilt Uploaded 27-03-2017 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)_eta0.548744616369801
mlr.classif.xgboost(4)_max_depth10
mlr.classif.xgboost(4)_min_child_weight5.56059177216841
mlr.classif.xgboost(4)_subsample0.904695294355042
mlr.classif.xgboost(4)_colsample_bytree0.940261935349554
mlr.classif.xgboost(4)_colsample_bylevel0.298735338030383
mlr.classif.xgboost(4)_lambda0.241782314807706
mlr.classif.xgboost(4)_alpha0.00595981756135094
mlr.classif.xgboost(4)_nrounds3301
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
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3515.5335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5308
Cross-validation details (10-fold Crossvalidation)