Run
6239442

Run 6239442

Task 31 (Supervised Classification) credit-g 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)_eta0.114736932953174
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight15.0961446608381
mlr.classif.xgboost(9)_subsample0.97903907361906
mlr.classif.xgboost(9)_colsample_bytree0.336288211168721
mlr.classif.xgboost(9)_colsample_bylevel0.732906972290948
mlr.classif.xgboost(9)_lambda29.8864715390779
mlr.classif.xgboost(9)_alpha0.00289131786841734
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2652
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
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.2333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3092
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
0.723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.934
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.4909
UserCPU time millis
133.431
UserCPU time millis testing
0.781
UserCPU time millis training
132.65