OpenML
6363849

Run 6363849

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)_eta0.906138184162953
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.56817645844069
mlr.classif.xgboost(9)_subsample0.826002088119276
mlr.classif.xgboost(9)_colsample_bytree0.732064982643351
mlr.classif.xgboost(9)_colsample_bylevel0.129505853867158
mlr.classif.xgboost(9)_lambda0.0403595314574941
mlr.classif.xgboost(9)_alpha2.464382652554
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4484
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
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.1335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2957
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
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.3919
UserCPU time millis
129.19
UserCPU time millis testing
1.249
UserCPU time millis training
127.941