Run
4384309

Run 4384309

Task 145972 (Supervised Classification) credit-g Uploaded 06-07-2017 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)_eta0.00256381766074205
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.3545956904299
mlr.classif.xgboost(9)_subsample0.551919524976984
mlr.classif.xgboost(9)_colsample_bytree0.913233011960983
mlr.classif.xgboost(9)_colsample_bylevel0.466991598950699
mlr.classif.xgboost(9)_lambda0.13032633800612
mlr.classif.xgboost(9)_alpha0.00186103521780993
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2236
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.398
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.2235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2987
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
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.204
UserCPU time millis
294.736
UserCPU time millis testing
1.45
UserCPU time millis training
293.286