OpenML
6339960

Run 6339960

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)_eta0.00916864285686866
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight1.38005739148452
mlr.classif.xgboost(9)_subsample0.362308380124159
mlr.classif.xgboost(9)_colsample_bytree0.374545371858403
mlr.classif.xgboost(9)_colsample_bylevel0.0694491772446781
mlr.classif.xgboost(9)_lambda31.3215269620547
mlr.classif.xgboost(9)_alpha0.00573573141991673
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1817
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
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29057.1909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0677
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
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.4119
UserCPU time millis
4877.298
UserCPU time millis testing
38.759
UserCPU time millis training
4838.539