Run
1861568

Run 1861568

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)_eta0.21776368413835
mlr.classif.xgboost(4)_max_depth11
mlr.classif.xgboost(4)_min_child_weight1.42845393531155
mlr.classif.xgboost(4)_subsample0.584242771333084
mlr.classif.xgboost(4)_colsample_bytree0.631061010062695
mlr.classif.xgboost(4)_colsample_bylevel0.242436826694757
mlr.classif.xgboost(4)_lambda10.3691870133969
mlr.classif.xgboost(4)_alpha23.3282695834849
mlr.classif.xgboost(4)_nrounds4471
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
0.9038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1951.2383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2067
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
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7458
Cross-validation details (10-fold Crossvalidation)