Run
6358382

Run 6358382

Task 31 (Supervised Classification) credit-g 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)_eta0.0472805066491423
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight17.8935345966616
mlr.classif.xgboost(9)_subsample0.480618659243919
mlr.classif.xgboost(9)_colsample_bytree0.213643891736865
mlr.classif.xgboost(9)_colsample_bylevel0.557951777242124
mlr.classif.xgboost(9)_lambda17.502521410341
mlr.classif.xgboost(9)_alpha0.0697641921671143
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds295
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
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2937
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.1748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3525
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
0.7335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1335.4701
UserCPU time millis
10.585
UserCPU time millis testing
0.071
UserCPU time millis training
10.514