Run
6357742

Run 6357742

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)_eta0.172374255515948
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight27.5702108971761
mlr.classif.xgboost(9)_subsample0.892259102547541
mlr.classif.xgboost(9)_colsample_bytree0.447005356894806
mlr.classif.xgboost(9)_colsample_bylevel0.717932262225077
mlr.classif.xgboost(9)_lambda247.078326873769
mlr.classif.xgboost(9)_alpha0.00212209215162924
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2019
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
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
217.7904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3218
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
0.7315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8973
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.0452
UserCPU time millis
96.874
UserCPU time millis testing
0.446
UserCPU time millis training
96.428