Run
1861576

Run 1861576

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)_eta0.210016879430344
mlr.classif.xgboost(4)_max_depth14
mlr.classif.xgboost(4)_min_child_weight21.0124179902893
mlr.classif.xgboost(4)_subsample0.102142368978821
mlr.classif.xgboost(4)_colsample_bytree0.240222537191585
mlr.classif.xgboost(4)_colsample_bylevel0.359547277446836
mlr.classif.xgboost(4)_lambda0.0402393502251101
mlr.classif.xgboost(4)_alpha0.207273988883906
mlr.classif.xgboost(4)_nrounds1126
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1287.6069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.259
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
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8308
Cross-validation details (10-fold Crossvalidation)