Run
1860876

Run 1860876

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)_eta0.011465853127002
mlr.classif.xgboost(4)_max_depth4
mlr.classif.xgboost(4)_min_child_weight107.675303211958
mlr.classif.xgboost(4)_subsample0.379710918921046
mlr.classif.xgboost(4)_colsample_bytree0.615503716515377
mlr.classif.xgboost(4)_colsample_bylevel0.806420001434162
mlr.classif.xgboost(4)_lambda0.0178449770262128
mlr.classif.xgboost(4)_alpha0.119619019991672
mlr.classif.xgboost(4)_nrounds3843
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
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3489.1632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1113
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
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9887
Cross-validation details (10-fold Crossvalidation)