Run
6389432

Run 6389432

Task 145854 (Supervised Classification) nomao 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)_eta0.00443382128027272
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight60.7989251662272
mlr.classif.xgboost(9)_subsample0.782818463048898
mlr.classif.xgboost(9)_colsample_bytree0.391717919846997
mlr.classif.xgboost(9)_colsample_bylevel0.674396615941077
mlr.classif.xgboost(9)_lambda0.00965964304958372
mlr.classif.xgboost(9)_alpha48.1608763478519
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds354
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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19970.9692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1993
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
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5412
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.4429
UserCPU time millis
1803.033
UserCPU time millis testing
4.534
UserCPU time millis training
1798.499