Run
1861552

Run 1861552

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)_eta0.0695909424668927
mlr.classif.xgboost(4)_max_depth12
mlr.classif.xgboost(4)_min_child_weight80.7748304844823
mlr.classif.xgboost(4)_subsample0.421159502398223
mlr.classif.xgboost(4)_colsample_bytree0.726810571504757
mlr.classif.xgboost(4)_colsample_bylevel0.713190373033285
mlr.classif.xgboost(4)_lambda6.25319608593615
mlr.classif.xgboost(4)_alpha20.0947396511447
mlr.classif.xgboost(4)_nrounds1558
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
0.8577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1311.4147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597
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
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.822
Cross-validation details (10-fold Crossvalidation)