OpenML
6357993

Run 6357993

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0107680963310198
mlr.classif.xgboost(9)_subsample0.500398626807146
mlr.classif.xgboost(9)_lambda0.00771880975055802
mlr.classif.xgboost(9)_alpha35.2963166482049
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2822
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
0.7135
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.8729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3832
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
0.698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9121
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9442
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.32
UserCPU time millis
80.317
UserCPU time millis testing
0.023
UserCPU time millis training
80.294