Run
1867194

Run 1867194

Task 3889 (Supervised Classification) sylva_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)_eta0.0246777318415242
mlr.classif.xgboost(4)_max_depth7
mlr.classif.xgboost(4)_min_child_weight47.1677545298002
mlr.classif.xgboost(4)_subsample0.463693750835955
mlr.classif.xgboost(4)_colsample_bytree0.124610367231071
mlr.classif.xgboost(4)_colsample_bylevel0.734267506748438
mlr.classif.xgboost(4)_lambda0.360581446130041
mlr.classif.xgboost(4)_alpha196.661913702627
mlr.classif.xgboost(4)_nrounds4797
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
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2392.5377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0881
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7647
Cross-validation details (10-fold Crossvalidation)