Run
1867040

Run 1867040

Task 9970 (Supervised Classification) hill-valley 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)_eta0.694170677149843
mlr.classif.xgboost(4)_max_depth10
mlr.classif.xgboost(4)_min_child_weight2.23649752691634
mlr.classif.xgboost(4)_subsample0.483285730122589
mlr.classif.xgboost(4)_colsample_bytree0.43153018807061
mlr.classif.xgboost(4)_colsample_bylevel0.258309980388731
mlr.classif.xgboost(4)_lambda0.00274111735884856
mlr.classif.xgboost(4)_alpha9.49238706473904
mlr.classif.xgboost(4)_nrounds301
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
0.557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.1274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5223
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5223
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.997
Cross-validation details (10-fold Crossvalidation)