Run
1854861

Run 1854861

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)_eta0.0264831221917538
mlr.classif.xgboost(4)_max_depth4
mlr.classif.xgboost(4)_min_child_weight2.58281092752767
mlr.classif.xgboost(4)_subsample0.777284490643069
mlr.classif.xgboost(4)_colsample_bytree0.871070471126586
mlr.classif.xgboost(4)_colsample_bylevel0.207829456077889
mlr.classif.xgboost(4)_lambda0.00201983079760428
mlr.classif.xgboost(4)_alpha71.5932758944308
mlr.classif.xgboost(4)_nrounds4333
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
0.6385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2597.3553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1907
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
1.4682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0157
Cross-validation details (10-fold Crossvalidation)