Run
1867231

Run 1867231

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)_eta0.0619345031538901
mlr.classif.xgboost(4)_max_depth9
mlr.classif.xgboost(4)_min_child_weight17.8655371094563
mlr.classif.xgboost(4)_subsample0.440685065789148
mlr.classif.xgboost(4)_colsample_bytree0.874815789749846
mlr.classif.xgboost(4)_colsample_bylevel0.924431328428909
mlr.classif.xgboost(4)_lambda424.288074482623
mlr.classif.xgboost(4)_alpha0.0897635476109388
mlr.classif.xgboost(4)_nrounds4881
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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11973.7924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0163
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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3374
Cross-validation details (10-fold Crossvalidation)