Run
1869075

Run 1869075

Task 9977 (Supervised Classification) nomao 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)_eta0.0111579661704582
mlr.classif.xgboost(4)_max_depth11
mlr.classif.xgboost(4)_min_child_weight9.99772925605872
mlr.classif.xgboost(4)_subsample0.176963063026778
mlr.classif.xgboost(4)_colsample_bytree0.0311007548589259
mlr.classif.xgboost(4)_colsample_bylevel0.550188621971756
mlr.classif.xgboost(4)_lambda85.5855862729412
mlr.classif.xgboost(4)_alpha142.618720916585
mlr.classif.xgboost(4)_nrounds4307
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18885.4485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9131
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5948
Cross-validation details (10-fold Crossvalidation)