Run
1861564

Run 1861564

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)_eta0.0146195728312181
mlr.classif.xgboost(4)_max_depth14
mlr.classif.xgboost(4)_min_child_weight40.0737677142076
mlr.classif.xgboost(4)_subsample0.98705436156597
mlr.classif.xgboost(4)_colsample_bytree0.268611945444718
mlr.classif.xgboost(4)_colsample_bylevel0.815862248651683
mlr.classif.xgboost(4)_lambda0.0945596617186351
mlr.classif.xgboost(4)_alpha0.18476768098754
mlr.classif.xgboost(4)_nrounds1570
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
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1762.8287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2221
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
0.8318
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7684
Cross-validation details (10-fold Crossvalidation)