OpenML
6276085

Run 6276085

Task 145854 (Supervised Classification) nomao 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.00796280742438019
mlr.classif.xgboost(9)_subsample0.794404601003043
mlr.classif.xgboost(9)_lambda1.67954670802319
mlr.classif.xgboost(9)_alpha0.319182103906933
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2327
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
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27327.4947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0865
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
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4522
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.9327
UserCPU time millis
6223.368
UserCPU time millis testing
0.838
UserCPU time millis training
6222.53