Run
6240587

Run 6240587

Task 31 (Supervised Classification) credit-g Uploaded 28-08-2017 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)_eta0.206499847968032
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight10.675891715555
mlr.classif.xgboost(9)_subsample0.428979282034561
mlr.classif.xgboost(9)_colsample_bytree0.832592291757464
mlr.classif.xgboost(9)_colsample_bylevel0.735645930981264
mlr.classif.xgboost(9)_lambda29.1750656097503
mlr.classif.xgboost(9)_alpha13.8541948705015
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3232
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.6073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3378
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
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8942
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.9708
UserCPU time millis
122.843
UserCPU time millis testing
0.386
UserCPU time millis training
122.457