Run
1867690

Run 1867690

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 28-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.552547062720987
mlr.classif.xgboost(4)_max_depth13
mlr.classif.xgboost(4)_min_child_weight68.3883590484943
mlr.classif.xgboost(4)_subsample0.808653362817131
mlr.classif.xgboost(4)_colsample_bytree0.283451716182753
mlr.classif.xgboost(4)_colsample_bylevel0.0914469214621931
mlr.classif.xgboost(4)_lambda0.0230668737472933
mlr.classif.xgboost(4)_alpha0.00487010021187709
mlr.classif.xgboost(4)_nrounds2125
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
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-927.4629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1152
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
0.971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2378
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9777
Cross-validation details (10-fold Crossvalidation)