OpenML
6360848

Run 6360848

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)_eta0.0023368225590654
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight6.33207856219021
mlr.classif.xgboost(9)_subsample0.971541873202659
mlr.classif.xgboost(9)_colsample_bytree0.850551172625273
mlr.classif.xgboost(9)_colsample_bylevel0.419917774619535
mlr.classif.xgboost(9)_lambda0.352412937153007
mlr.classif.xgboost(9)_alpha7.98608880749004
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds624
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
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.5367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4038
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
0.7182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.8275
UserCPU time millis
46.595
UserCPU time millis testing
0.351
UserCPU time millis training
46.244