Run
1861585

Run 1861585

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)_boostergblinear
mlr.classif.xgboost(4)_eta0.00663420896161906
mlr.classif.xgboost(4)_subsample0.260980249010026
mlr.classif.xgboost(4)_lambda247.344951791557
mlr.classif.xgboost(4)_alpha0.00262776009814968
mlr.classif.xgboost(4)_nrounds1303
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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
963.5902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
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
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8405
Cross-validation details (10-fold Crossvalidation)