Run
1861591

Run 1861591

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)_eta0.00446895268628603
mlr.classif.xgboost(4)_max_depth10
mlr.classif.xgboost(4)_min_child_weight76.9291926320252
mlr.classif.xgboost(4)_subsample0.844579818984494
mlr.classif.xgboost(4)_colsample_bytree0.297831696923822
mlr.classif.xgboost(4)_colsample_bylevel0.892598173348233
mlr.classif.xgboost(4)_lambda3.27588175775268
mlr.classif.xgboost(4)_alpha14.0855229811754
mlr.classif.xgboost(4)_nrounds3590
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1382.4958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2529
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
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8198
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8198
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8128
Cross-validation details (10-fold Crossvalidation)