Run
1861527

Run 1861527

Task 3896 (Supervised Classification) ada_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)_eta0.0133437563250557
mlr.classif.xgboost(4)_max_depth11
mlr.classif.xgboost(4)_min_child_weight1.40417856628069
mlr.classif.xgboost(4)_subsample0.202171710995026
mlr.classif.xgboost(4)_colsample_bytree0.113624359946698
mlr.classif.xgboost(4)_colsample_bylevel0.487400314072147
mlr.classif.xgboost(4)_lambda0.9787371465037
mlr.classif.xgboost(4)_alpha0.00746066980934831
mlr.classif.xgboost(4)_nrounds1016
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
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1679.7405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2322
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7576
Cross-validation details (10-fold Crossvalidation)