Run
1854898

Run 1854898

Task 3918 (Supervised Classification) pc1 Uploaded 27-03-2017 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)_eta0.0452750307120553
mlr.classif.xgboost(4)_max_depth13
mlr.classif.xgboost(4)_min_child_weight1.27300215572026
mlr.classif.xgboost(4)_subsample0.133117432938889
mlr.classif.xgboost(4)_colsample_bytree0.151270979316905
mlr.classif.xgboost(4)_colsample_bylevel0.551229865988716
mlr.classif.xgboost(4)_lambda809.969844019834
mlr.classif.xgboost(4)_alpha0.00147247276446716
mlr.classif.xgboost(4)_nrounds3643
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
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-487.2584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9777
Cross-validation details (10-fold Crossvalidation)