OpenML
6228522

Run 6228522

Task 9977 (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)_eta0.0211689181769446
mlr.classif.xgboost(9)_subsample0.488510012999177
mlr.classif.xgboost(9)_lambda0.0353560089967922
mlr.classif.xgboost(9)_alpha248.182988649548
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3698
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
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8168
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23441.8211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.139
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5237
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.8954
UserCPU time millis
10199.427
UserCPU time millis testing
0.714
UserCPU time millis training
10198.713