Run
1867697

Run 1867697

Task 9978 (Supervised Classification) ozone-level-8hr 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)_eta0.00114931564326518
mlr.classif.xgboost(4)_max_depth11
mlr.classif.xgboost(4)_min_child_weight63.7151424444196
mlr.classif.xgboost(4)_subsample0.925782599719241
mlr.classif.xgboost(4)_colsample_bytree0.969257067190483
mlr.classif.xgboost(4)_colsample_bylevel0.278813294367865
mlr.classif.xgboost(4)_lambda130.900925658149
mlr.classif.xgboost(4)_alpha0.131045803381518
mlr.classif.xgboost(4)_nrounds2664
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
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5100.0587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1618
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9861
Cross-validation details (10-fold Crossvalidation)