Run
6356615

Run 6356615

Task 31 (Supervised Classification) credit-g Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0173934754406197
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight37.4602670174318
mlr.classif.xgboost(9)_subsample0.318511516787112
mlr.classif.xgboost(9)_colsample_bytree0.844174728030339
mlr.classif.xgboost(9)_colsample_bylevel0.769369339337572
mlr.classif.xgboost(9)_lambda0.00175854341022649
mlr.classif.xgboost(9)_alpha0.00122862985547983
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3679
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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.

21 Evaluation measures

Area under ROC curve
0.5085
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5765
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.1086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4207
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.2071
UserCPU time millis
122.815
UserCPU time millis testing
0.347
UserCPU time millis training
122.468