OpenML
2413262

Run 2413262

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 13-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.0181119916026554
mlr.classif.xgboost(6)_max_depth10
mlr.classif.xgboost(6)_min_child_weight67.3024270748019
mlr.classif.xgboost(6)_subsample0.218246240122244
mlr.classif.xgboost(6)_colsample_bytree0.670535255922005
mlr.classif.xgboost(6)_colsample_bylevel0.0648213990498334
mlr.classif.xgboost(6)_lambda39.9262161423714
mlr.classif.xgboost(6)_alpha4.00075186300298
mlr.classif.xgboost(6)_nrounds1797
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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.

21 Evaluation measures

Area under ROC curve
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3631.7645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0715
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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.9988
UserCPU time millis
125.874
UserCPU time millis testing
0.45
UserCPU time millis training
125.424