Run
1860863

Run 1860863

Task 9914 (Supervised Classification) wilt 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)_eta0.080722818194104
mlr.classif.xgboost(4)_max_depth4
mlr.classif.xgboost(4)_min_child_weight23.3617047996938
mlr.classif.xgboost(4)_subsample0.717573560704477
mlr.classif.xgboost(4)_colsample_bytree0.675023091025651
mlr.classif.xgboost(4)_colsample_bylevel0.433862100588158
mlr.classif.xgboost(4)_lambda0.0706914444226865
mlr.classif.xgboost(4)_alpha0.41890115203902
mlr.classif.xgboost(4)_nrounds877
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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2555.0215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0379
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5713
Cross-validation details (10-fold Crossvalidation)