Run
1861569

Run 1861569

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)_eta0.00117933543808471
mlr.classif.xgboost(4)_min_child_weight3.05952367850024
mlr.classif.xgboost(4)_subsample0.202515142923221
mlr.classif.xgboost(4)_colsample_bytree0.293397898087278
mlr.classif.xgboost(4)_colsample_bylevel0.421106083784252
mlr.classif.xgboost(4)_lambda200.540167290754
mlr.classif.xgboost(4)_alpha0.00189747820714698
mlr.classif.xgboost(4)_nrounds2353
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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-383.6304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3842
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
0.5653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9498
Cross-validation details (10-fold Crossvalidation)