Run
1867183

Run 1867183

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)_eta0.0100326849713546
mlr.classif.xgboost(4)_max_depth12
mlr.classif.xgboost(4)_min_child_weight72.3120804236129
mlr.classif.xgboost(4)_subsample0.78088762187399
mlr.classif.xgboost(4)_colsample_bytree0.154218681622297
mlr.classif.xgboost(4)_colsample_bylevel0.548034451901913
mlr.classif.xgboost(4)_lambda946.566505670498
mlr.classif.xgboost(4)_alpha0.398925920898733
mlr.classif.xgboost(4)_nrounds3705
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
0.9947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6930.4082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0486
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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5238
Cross-validation details (10-fold Crossvalidation)